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2024-03-29T15:05:02Z
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http://abstract.cs.washington.edu/wiki/index.php?title=Holiday_party_2014&diff=10200
Holiday party 2014
2014-12-04T22:05:13Z
<p>Yoav: /* Desserts */</p>
<hr />
<div>== Info == <br />
<br />
The annual CSE Holiday Party is coming soon:<br />
<br />
'''When''': 6:00 PM on Friday, December 5, 2014.<br />
<br />
'''Where''': CSE Atrium, Paul Allen Center<br />
<br />
'''What to bring''': Food! It's a potluck, so sign up below...<br />
<br />
The department will provide drinks and cups, plates, silverware, etc.<br />
<br />
You may bring guests. If you're bringing something for the potluck, please try to bring enough for yourself, your guests and at least one more person.<br />
<br />
== Program ==<br />
<br />
The party starts at 6pm! Be sure to show up in time to eat food and watch the hilarious skits! For people taking leftovers to the afterparty, please help clean up on your way out.)<br />
<br />
'''6:00''': Dinner<br />
<br />
'''6:45''': Dr. CSE<br />
<br />
'''7:15''': Faculty Skit<br />
<br />
'''8:40''': Grad student skit<br />
<br />
'''10:00''': After party (see below)<br />
<br />
=== Directions ===<br />
<br />
It is also about a 0 min walk from the department.<br />
<br />
== Potluck Sign-Up ==<br />
<br />
To sign up, just add your name to the wiki. When signing up please try to keep the selection balanced, so that we do not end up with 50 desserts and no main dishes.<br />
<br />
Note, to make edits on the wiki, you'll need to be logged in. If you don't already have a wiki account, just use:<br />
<br />
'''u: HolidayParty'''<br />
<br />
'''p: potluck'''<br />
<br />
<br />
=== Appetizers ===<br />
# Linda Shapiro - Cold Shrimp <br />
# Victoria - Bacon wrapped Scallops<br />
# Yejin - Lebanese appetizers (from Harissa)<br />
# Jacob Schreiber - Bacon<br />
# Kyle & Brandon - Baked Brie (2)<br />
# Alex Takakuwa - Potstickers <br />
# Eunsol - Salad<br />
# Zach - Chips and salsa<br />
#<br />
#<br />
#<br />
#<br />
<br />
=== Main Courses ===<br />
# Pedro Domingos (TBD)<br />
# Yun-En Liu (spaghetti carbonara)<br />
# Doug Woos (salmon casserole thing)<br />
# Eric Mullen: French Toast BLTs<br />
# Katelin: Baked Ziti<br />
# Hank: pasta stuff from Pasta & Co<br />
#<br />
#<br />
#<br />
#<br />
#<br />
<br />
=== Side Dishes ===<br />
# Irene and Dan: steamed bun, dumpling or other doughy thing<br />
# Laurel Orr: stuffing/dressing<br />
# Franzi: something<br />
# Jacob Schreiber: Fruit Salad<br />
# Pavel Panchekha: Broccoli/Bacon salad<br />
# Luke Zettlemoyer (TBD)<br />
# Brandon Holt (TBD)<br />
# Nancy Wang: steamed green onion buns<br />
#<br />
#<br />
#<br />
#<br />
<br />
=== Desserts ===<br />
# Aaron Bauer<br />
# James Lee<br />
# Vincent Lee<br />
# Yun-En Liu (lolcandy - fudge, maybe some sort of nougat)<br />
# Daniel Gordon (brownies)<br />
# Jiechen Chen - cupcakes<br />
# Sarah Elliott (apple crisp or willing to take suggestions)<br />
# Magda Balazinska (mini cheesecakes)<br />
# Kyle Thayer (cookies)<br />
# Alon Milchgrub (cookies)<br />
# Daniel Perelman (cookies)<br />
# Emina Torlak (more dessert)<br />
# Yoav Artzi (even more dessert)<br />
#<br />
#<br />
<br />
== After Party ==<br />
<br />
Hosted by: Jeff Snyder and his awesome roommates<br />
<br />
Location: 6823 weedin pl ne<br />
<br />
how to get there: <br />
from the university: hop on the 48 or 542E bus from Pacific St and Pacific Pl or take the 67 from in front of the HUB.<br />
from elsewhere: use the 16, 26, 64, 66, 71, 72, 73, 76, 242, or 316 buses, or drive and park in the gigantic lot down the road.</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=Pit_Party_2014&diff=10041
Pit Party 2014
2014-09-24T17:59:30Z
<p>Yoav: /* Desserts */</p>
<hr />
<div>== Info == <br />
This page contains information for the 2014 CSE Pit Party. Send additional questions to Pit Party Coordinators: [mailto:fahadp@cs.washington.edu;hanchuan@cs.washington.edu Fahad Pervaiz and Hanchaun Li].<br />
<br />
'''When''': 6:00 PM on Friday, September 26, 2013<br />
<br />
'''Where''': The [http://www.washington.edu/burkemuseum/ Burke Museum] on the corner of 15th Ave NE and NE 45th St (on [http://www.washington.edu/home/maps/?BMM UW Campus]).<br />
<br />
'''What to bring''':<br />
* New Grads - Nothing<br />
* Everyone Else - Sign up below with which dish you will bring.<br />
<br />
When signing up please try to keep the selection balanced.<br />
<br />
The department will provide drinks and cups, plates, silverware, etc.<br />
<br />
Guests (friends, family, significant other etc.) are certainly welcome to <br />
attend. If you're bringing something for the potluck, just try to bring <br />
enough to feed you and however many guests you're bringing.<br />
<br />
Note that this is happening on a Friday rather than Saturday because there is a possibility of Husky game on Saturday. Home Husky games generally creates traffic jams, full parking lots and rerouting of some bus routes.<br />
<br />
=== Directions ===<br />
<br />
The Burke is a 10 minute walk from the CSE department. There are bike racks and the museum is easy to reach via public transit. A map can be found [http://maps.google.com/maps?f=q&source=s_q&hl=en&geocode=&q=Burke+Museum+of+Natural+History+and+Culture&sll=47.665077,-122.309568&sspn=0.010304,0.01929&g=NE+45th+St+%26+17th+Ave+NE,+Seattle,+King,+Washington+98195&ie=UTF8&ll=47.661052,-122.310576&spn=0.019886,0.038581&z=15&iwloc=A here]. <br />
<br />
Parking is run by UW and the usual parking fees apply. Limited parking permits will be available, for free parking in N1, and preference will be given to those who are bringing dishes and/or carpooling. Contact [mailto:fahadp@cs.washington.edu Fahad] (fahadp@cs) to get parking permit. The most convenient entrance if you are driving is the one on 17th NE off of NE 45th. Driving directions below (please remember to find a DD!).<br />
<br />
* From I-5: Exit east onto NE 45th Street. Travel east on NE 45th Street to 17th Avenue NE. Turn right onto 17th. The museum will be immediately on your right.<br />
<br />
* From Highway 520: Exit north onto Montlake Boulevard NE. Turn left onto NE Pacific Street. Turn right and head north on 15th Avenue NE. Turn right and head east on NE 45th St. Take your next right on 17th Avenue NE. The museum will be immediately on your right. <br />
<br />
=== After Party ===<br />
<br />
The fun does not stop when pit party ends. We will continue the party at cyrus house, who graciously offered his place.<br />
<br />
House: Cyrus Rashtchian<br><br />
<br />
Address: 600 24th Ave E, Seattle, WA 98112. Bus Route 48 and 43 will take you there.<br><br />
<br />
== Appetizers ==<br />
# cold shrimp. Linda Shapiro<br />
# boiled egg with aniseed and soy sauce. Victoria Lin<br />
# spiced pork ear. Tianqi Chen<br />
# empanadas. Katelin<br />
# TBD Dan Grossman<br />
# Spam musubi - Justin Huang<br />
# Sweet Potato Ravioli - Alex Mariakakis<br />
# <br />
# <br />
#<br />
<br />
== Main Courses ==<br />
# TBA. Pedro Domingos.<br />
# Shepherd's Pie - Edward Zhang<br />
# Macaroni and Cheese - James Fogarty<br />
# TBD - Magda Balazinska<br />
# Butternut Squash Risotto - Eric Butler<br />
# Pesto Chicken pasta - Alex Takakuwa<br />
# Goodies from Pasta & Co -- Hank Levy<br />
# Parsley Ground Beef in butter lime sauce - Greg Nelson<br />
# Vegetarian Chili - Richard Ladner <br />
#<br />
<br />
== Side Dishes ==<br />
# Kale salad - Luke Zettlemoyer<br />
# Yangzhou Fried Rice - Shumo Chu<br />
# Roasted Brussel Sprouts - Conrad Nied & April Shen<br />
# Lentil Salad - Doug Woos<br />
# Something tasty - B. Holt<br />
# Potatoes Au Gratin - Trevor Perrier<br />
# Something something food - Daniel Epstein<br />
# <br />
# <br />
#<br />
<br />
== Desserts ==<br />
# TBA - Catie Baker<br />
# Candy. All the candy - Yun-En Liu<br />
# Frosted Cupcakes - Conrad Nied & April Shen<br />
# Cookies, probably - Adrian<br />
# a pie of some kind - Aaron Bauer<br />
# Asian Pear Pie - Pavel Panchekha<br />
# Fruit - Mark Yatskar<br />
# TBA - Yoav Artzi<br />
# <br />
#</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL:Retreat_Planning&diff=9706
LIL:Retreat Planning
2013-10-10T22:39:57Z
<p>Yoav: /* Food */</p>
<hr />
<div><br />
<br />
__TOC__<br />
<br />
== Retreat! Yay! ==<br />
Planning for the first retreat for the LIL Group!<br />
<br />
== Organizing ==<br />
<br />
Someone needs to take responsibility for each of:<br />
<br />
# General coordination - sending email about times/places/what to pack/who's doing what/etc.<br />
# Finding a date<br />
# Finding a place to stay<br />
# Finding options for outdoor activities<br />
# Making a meal plan and shopping for lots of food<br />
# Sorting out vehicles (who's driving, when; reserving a large vehicle from fleet services)<br />
# Organizing presentations (checking out a projector and screen, sending short email about times and subject)<br />
<br />
<br />
=== Finding a date ===<br />
<br />
We are going October 11-13.<br />
<br />
=== Finding a place ===<br />
<br />
We're staying here: [http://www.vrbo.com/345929 The Miramar House]<br />
<br />
<font color="green">'''Organizer note:'''</font> We've had good luck with this site: http://www.vrbo.com<br />
<br />
=== Planning activities ===<br />
<br />
The general schedule will probably look something like the following:<br />
<br />
{| class="wikitable"<br />
|+Tentative Retreat Schedule<br />
|-<br />
! Time<br />
! Friday<br />
! Saturday<br />
! Sunday<br />
|-<br />
! 9-10<br />
| Everyone should be getting ready to go. Picking up equipment, vans, shopping, etc.<br />
| Wake up, cook breakfast.<br />
| Wake up, cook brunch<br />
|-<br />
! 10-11<br />
| Ideally we'll leave around 10:30-11<br />
| Eat and presentations<br />
| Eat and presentations<br />
|-<br />
! 11-12<br />
| Drive <br />
| more presentations<br />
| play on beach<br />
|-<br />
! 12-1<br />
| Drive<br />
| Finish presentations and drive to hike<br />
| beachtime?<br />
|-<br />
! 1-2<br />
| Drive<br />
| hike<br />
| drive back<br />
|-<br />
! 2-3<br />
| Drive<br />
| hike<br />
|<br />
|-<br />
! 3-4<br />
| Arrive, unpack.<br />
| hike<br />
|<br />
|-<br />
! 4-5<br />
| unpack, check out beach<br />
| hike and drive back<br />
|<br />
|-<br />
! 5-6<br />
| Cook dinner, hang out<br />
| Cook dinner, hang out<br />
|<br />
|-<br />
! 6-7<br />
| Eat dinner<br />
| Eat dinner<br />
|<br />
|-<br />
! 7-8<br />
| play boardgames<br />
| more presentations?<br />
| Arrive and prepare for 9am class!<br />
|-<br />
! 8-9 <br />
| have fire and s'mores<br />
| have fire and s'mores<br />
|<br />
|-<br />
|}<br />
<br />
=== Food ===<br />
<br />
Sign up for a meal with one person or as a team:<br />
<br />
{| class="wikitable"<br />
! Time Slot<br />
! Name(s)<br />
|-<br />
! Fri. Dinner<br />
| Nicholas, Gabe<br />
|-<br />
! Sat Breakfast<br />
| Leila, Eunsol (and anyone else who would like to help??)<br />
|-<br />
! Sat Dinner<br />
| Cynthia, Kenton (and anyone else interested)<br />
|-<br />
! Sunday Brunch<br />
| Luke, Tom<br />
|}<br />
<br />
Shopping list:<br />
<br />
Enter what you'll need for what you're planning in the table alone. Try to include everything!<br />
<br />
{| class="wikitable"<br />
! Time Slot<br />
! Things to Buy<br />
|-<br />
! Fri. Dinner<br />
| <br />
|-<br />
! Sat Breakfast<br />
| TODO (eggs, ingredients for buttermilk pancakes, perhaps some fruit)<br />
|-<br />
! Sat Dinner<br />
| TODO (depending on restrictions?)<br />
|-<br />
! Sunday Brunch<br />
| [Yoav will shop]<br />
|}<br />
<br />
Dietary restrictions:<br />
<br />
* Cynthia doesn't eat red meat<br />
<br />
=== Vehicle arrangements ===<br />
<br />
We usually rent a van from UW Fleet Services, plus one or two people drive their own cars.<br />
<br />
The steps for the [http://www.washington.edu/facilities/transportation/fleetservices/ucar/info.php UCar] are:<br />
<br />
# Get a budget number from Karla<br />
# Make a UCar account: https://www.washington.edu/facilities/transportation/fleetservices/cms/forms/ucar<br />
# Go to [https://ucs.admin.washington.edu/motorpool/UWNetid/welcome.asp the reservation page] and update your Driver Profile to add the budget number, if needed<br />
# Make a new reservation: https://ucs.admin.washington.edu/motorpool/UWNetid/newReservation.asp<br />
<br />
<br />
<br />
<font color="green">'''Organizer note:'''</font> Everyone who ''might'' drive needs a UCar account; it's a good idea to have more than one possible driver. Sign up below!<br />
<br />
{| class="wikitable"<br />
! Driver Name<br />
! Completed Driver Training? <br />
! Completed Van Training?<br />
|-<br />
| Gabe<br />
| Yes<br />
| No<br />
|-<br />
| Luke<br />
| Yes<br />
| Yes<br />
|-<br />
| Yoav<br />
| Yes<br />
| Yes<br />
|-<br />
| Cynthia<br />
| Yes<br />
| Yes<br />
|-<br />
|}<br />
<br />
=== Organizing presentations ===<br />
<br />
This requires:<br />
<br />
# Checking out a projector and portable screen from the department beforehand. <br />
#* This page has a link to the equipment reservation web: http://www.cs.washington.edu/lab/equipment/<br />
# Picking it up from support. The "DaLite 70 inch screen" is the portable one that we used. <br />
# We usually bring the lab projector.<br />
# Making sure those objects + video cables, power cables, and relevant dongles get into vehicles.<br />
# Sending out details about what people should prepare for.<br />
# Getting everything back to the department when it's all done.<br />
<br />
<br />
I've already checked out the DaLite screen and a projector from CSE. Sign up if you want to be responsible to pick them up on Friday morning before we leave, and drop them off on Monday when we get back. Also, please check to make sure we have appropriate dongles.<br />
<br />
{| class="wikitable"<br />
! Equipment Czar<br />
|-<br />
| <br />
|}<br />
<br />
== What to Pack ==<br />
<br />
The places we stay are well-appointed; there's no need for things like sleeping bags. Everyone should, however, bring:<br />
<br />
* Bathing suit / tshirt&shorts / whatever for water.<br />
* Sunscreen.<br />
* Sunglasses.<br />
* Hat, gloves, jacket, hiking shoes/boots.<br />
* Extra socks. (Hiking!)<br />
* Usual overnight trip stuff -- clothes, toiletries, medication, etc.<br />
* A backpack.<br />
* Appropriate activity clothing (e.g., for snowshoeing, we specified "Gaiters, ski pants, or the most waterproof pants you have.")<br />
* House shoes.<br />
* Board games<br />
<br />
It's often useful for ''someone'' to bring:<br />
<br />
* Bug spray.<br />
* Aloe vera gel.<br />
* Road maps.<br />
* Trail maps.<br />
* NSAIDs and other minor first aid stuff.<br />
<br />
<br />
== Note ==<br />
<br />
Thanks to the RSE lab for donating most of their wiki page!!</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9615
LIL Reading Group
2013-09-03T03:05:18Z
<p>Yoav: </p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: TBD''' <br />
<br />
'''Where: TBD'''<br />
<br />
'''Course number: 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: nfitz@cs<br />
<br />
== Schedule: Fall 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}<br />
<br />
<br />
=== Spring 2013 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| [http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf Using Semantic Unification to Generate Regular Expressions from Natural Language]<br />
| Nate Kushman and Regina Barzilay <br />
| NAACL 2013<br />
| Yoav<br />
| Also required: [http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf Better k-best Parsing / Liang Huang and Davind Chiang]<br />
|- <br />
| 5/3/13<br />
| Reinforcement Learning: Chapters 1 and 3 (except 3.4) ([http://webdocs.cs.ualberta.ca/~sutton/book/the-book.html book details], [http://webdocs.cs.ualberta.ca/~sutton/book/ebook/the-book.html html version], [http://cognet.mit.edu/library/books/view?isbn=0262193981 scanned PDFs within UW])<br />
| <br />
| <br />
| Luke<br />
| Optional: Chapter 2: 2.1, 2.2, 2.4, 2.6 and 2.10<br />
|- <br />
| 5/10/13<br />
| Probabilistic Frame Induction <br />
| Jackie Chi Kit Cheung, Hoifung Poon and Lucy Vanderwende<br />
| NAACL 2013<br />
| Mark<br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL: [http://www.cse.iitm.ac.in/~cs670/papers/ActorCritic.pdf Policy gradient methods for reinforcement learning with function approximation]<br />
| Sutton, Richard S., et al.<br />
| NIPS 2000<br />
| Luke<br />
| Also: [http://people.csail.mit.edu/branavan/papers/acl2009.pdf Reinforcement Learning for Mapping Instructions to Actions - S.R.K. Branavan, Harr Chen, Luke Zettlemoyer, Regina Barzilay.].<br />
|- <br />
| 5/31/13<br />
| RL: [http://books.nips.cc/papers/files/nips25/NIPS2012_0650.pdf Learned Prioritization for Trading Off Accuracy and Speed]<br />
| Jiang, Jiarong, et al.<br />
| NIPS 2012<br />
| Xiao<br />
|<br />
|- <br />
| 6/7/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9614
LIL Reading Group
2013-09-03T03:03:29Z
<p>Yoav: </p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: TBD''' <br />
<br />
'''Where: TBD'''<br />
<br />
'''Course number: TBD'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: nfitz@cs<br />
<br />
== Schedule: Fall 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}<br />
<br />
<br />
=== Spring 2013 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| [http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf Using Semantic Unification to Generate Regular Expressions from Natural Language]<br />
| Nate Kushman and Regina Barzilay <br />
| NAACL 2013<br />
| Yoav<br />
| Also required: [http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf Better k-best Parsing / Liang Huang and Davind Chiang]<br />
|- <br />
| 5/3/13<br />
| Reinforcement Learning: Chapters 1 and 3 (except 3.4) ([http://webdocs.cs.ualberta.ca/~sutton/book/the-book.html book details], [http://webdocs.cs.ualberta.ca/~sutton/book/ebook/the-book.html html version], [http://cognet.mit.edu/library/books/view?isbn=0262193981 scanned PDFs within UW])<br />
| <br />
| <br />
| Luke<br />
| Optional: Chapter 2: 2.1, 2.2, 2.4, 2.6 and 2.10<br />
|- <br />
| 5/10/13<br />
| Probabilistic Frame Induction <br />
| Jackie Chi Kit Cheung, Hoifung Poon and Lucy Vanderwende<br />
| NAACL 2013<br />
| Mark<br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL: [http://www.cse.iitm.ac.in/~cs670/papers/ActorCritic.pdf Policy gradient methods for reinforcement learning with function approximation]<br />
| Sutton, Richard S., et al.<br />
| NIPS 2000<br />
| Luke<br />
| Also: [http://people.csail.mit.edu/branavan/papers/acl2009.pdf Reinforcement Learning for Mapping Instructions to Actions - S.R.K. Branavan, Harr Chen, Luke Zettlemoyer, Regina Barzilay.].<br />
|- <br />
| 5/31/13<br />
| RL: [http://books.nips.cc/papers/files/nips25/NIPS2012_0650.pdf Learned Prioritization for Trading Off Accuracy and Speed]<br />
| Jiang, Jiarong, et al.<br />
| NIPS 2012<br />
| Xiao<br />
|<br />
|- <br />
| 6/7/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9613
LIL Reading Group
2013-09-03T03:02:54Z
<p>Yoav: /* Schedule: Spring 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3:30pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Fall 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}<br />
<br />
<br />
=== Spring 2013 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| [http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf Using Semantic Unification to Generate Regular Expressions from Natural Language]<br />
| Nate Kushman and Regina Barzilay <br />
| NAACL 2013<br />
| Yoav<br />
| Also required: [http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf Better k-best Parsing / Liang Huang and Davind Chiang]<br />
|- <br />
| 5/3/13<br />
| Reinforcement Learning: Chapters 1 and 3 (except 3.4) ([http://webdocs.cs.ualberta.ca/~sutton/book/the-book.html book details], [http://webdocs.cs.ualberta.ca/~sutton/book/ebook/the-book.html html version], [http://cognet.mit.edu/library/books/view?isbn=0262193981 scanned PDFs within UW])<br />
| <br />
| <br />
| Luke<br />
| Optional: Chapter 2: 2.1, 2.2, 2.4, 2.6 and 2.10<br />
|- <br />
| 5/10/13<br />
| Probabilistic Frame Induction <br />
| Jackie Chi Kit Cheung, Hoifung Poon and Lucy Vanderwende<br />
| NAACL 2013<br />
| Mark<br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL: [http://www.cse.iitm.ac.in/~cs670/papers/ActorCritic.pdf Policy gradient methods for reinforcement learning with function approximation]<br />
| Sutton, Richard S., et al.<br />
| NIPS 2000<br />
| Luke<br />
| Also: [http://people.csail.mit.edu/branavan/papers/acl2009.pdf Reinforcement Learning for Mapping Instructions to Actions - S.R.K. Branavan, Harr Chen, Luke Zettlemoyer, Regina Barzilay.].<br />
|- <br />
| 5/31/13<br />
| RL: [http://books.nips.cc/papers/files/nips25/NIPS2012_0650.pdf Learned Prioritization for Trading Off Accuracy and Speed]<br />
| Jiang, Jiarong, et al.<br />
| NIPS 2012<br />
| Xiao<br />
|<br />
|- <br />
| 6/7/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9612
LIL Reading Group
2013-09-03T03:02:04Z
<p>Yoav: /* Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3:30pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| [http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf Using Semantic Unification to Generate Regular Expressions from Natural Language]<br />
| Nate Kushman and Regina Barzilay <br />
| NAACL 2013<br />
| Yoav<br />
| Also required: [http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf Better k-best Parsing / Liang Huang and Davind Chiang]<br />
|- <br />
| 5/3/13<br />
| Reinforcement Learning: Chapters 1 and 3 (except 3.4) ([http://webdocs.cs.ualberta.ca/~sutton/book/the-book.html book details], [http://webdocs.cs.ualberta.ca/~sutton/book/ebook/the-book.html html version], [http://cognet.mit.edu/library/books/view?isbn=0262193981 scanned PDFs within UW])<br />
| <br />
| <br />
| Luke<br />
| Optional: Chapter 2: 2.1, 2.2, 2.4, 2.6 and 2.10<br />
|- <br />
| 5/10/13<br />
| Probabilistic Frame Induction <br />
| Jackie Chi Kit Cheung, Hoifung Poon and Lucy Vanderwende<br />
| NAACL 2013<br />
| Mark<br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL: [http://www.cse.iitm.ac.in/~cs670/papers/ActorCritic.pdf Policy gradient methods for reinforcement learning with function approximation]<br />
| Sutton, Richard S., et al.<br />
| NIPS 2000<br />
| Luke<br />
| Also: [http://people.csail.mit.edu/branavan/papers/acl2009.pdf Reinforcement Learning for Mapping Instructions to Actions - S.R.K. Branavan, Harr Chen, Luke Zettlemoyer, Regina Barzilay.].<br />
|- <br />
| 5/31/13<br />
| RL: [http://books.nips.cc/papers/files/nips25/NIPS2012_0650.pdf Learned Prioritization for Trading Off Accuracy and Speed]<br />
| Jiang, Jiarong, et al.<br />
| NIPS 2012<br />
| Xiao<br />
|<br />
|- <br />
| 6/7/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}<br />
<br />
<br />
=== Spring 2013 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| [http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf Using Semantic Unification to Generate Regular Expressions from Natural Language]<br />
| Nate Kushman and Regina Barzilay <br />
| NAACL 2013<br />
| Yoav<br />
| Also required: [http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf Better k-best Parsing / Liang Huang and Davind Chiang]<br />
|- <br />
| 5/3/13<br />
| Reinforcement Learning: Chapters 1 and 3 (except 3.4) ([http://webdocs.cs.ualberta.ca/~sutton/book/the-book.html book details], [http://webdocs.cs.ualberta.ca/~sutton/book/ebook/the-book.html html version], [http://cognet.mit.edu/library/books/view?isbn=0262193981 scanned PDFs within UW])<br />
| <br />
| <br />
| Luke<br />
| Optional: Chapter 2: 2.1, 2.2, 2.4, 2.6 and 2.10<br />
|- <br />
| 5/10/13<br />
| Probabilistic Frame Induction <br />
| Jackie Chi Kit Cheung, Hoifung Poon and Lucy Vanderwende<br />
| NAACL 2013<br />
| Mark<br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL: [http://www.cse.iitm.ac.in/~cs670/papers/ActorCritic.pdf Policy gradient methods for reinforcement learning with function approximation]<br />
| Sutton, Richard S., et al.<br />
| NIPS 2000<br />
| Luke<br />
| Also: [http://people.csail.mit.edu/branavan/papers/acl2009.pdf Reinforcement Learning for Mapping Instructions to Actions - S.R.K. Branavan, Harr Chen, Luke Zettlemoyer, Regina Barzilay.].<br />
|- <br />
| 5/31/13<br />
| RL: [http://books.nips.cc/papers/files/nips25/NIPS2012_0650.pdf Learned Prioritization for Trading Off Accuracy and Speed]<br />
| Jiang, Jiarong, et al.<br />
| NIPS 2012<br />
| Xiao<br />
|<br />
|- <br />
| 6/7/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9604
LIL Reading Group
2013-05-29T20:26:50Z
<p>Yoav: /* Schedule: Spring 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3:30pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| [http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf Using Semantic Unification to Generate Regular Expressions from Natural Language]<br />
| Nate Kushman and Regina Barzilay <br />
| NAACL 2013<br />
| Yoav<br />
| Also required: [http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf Better k-best Parsing / Liang Huang and Davind Chiang]<br />
|- <br />
| 5/3/13<br />
| Reinforcement Learning: Chapters 1 and 3 (except 3.4) ([http://webdocs.cs.ualberta.ca/~sutton/book/the-book.html book details], [http://webdocs.cs.ualberta.ca/~sutton/book/ebook/the-book.html html version], [http://cognet.mit.edu/library/books/view?isbn=0262193981 scanned PDFs within UW])<br />
| <br />
| <br />
| Luke<br />
| Optional: Chapter 2: 2.1, 2.2, 2.4, 2.6 and 2.10<br />
|- <br />
| 5/10/13<br />
| Probabilistic Frame Induction <br />
| Jackie Chi Kit Cheung, Hoifung Poon and Lucy Vanderwende<br />
| NAACL 2013<br />
| Mark<br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL: [http://www.cse.iitm.ac.in/~cs670/papers/ActorCritic.pdf Policy gradient methods for reinforcement learning with function approximation]<br />
| Sutton, Richard S., et al.<br />
| NIPS 2000<br />
| Luke<br />
| Also: [http://people.csail.mit.edu/branavan/papers/acl2009.pdf Reinforcement Learning for Mapping Instructions to Actions - S.R.K. Branavan, Harr Chen, Luke Zettlemoyer, Regina Barzilay.].<br />
|- <br />
| 5/31/13<br />
| RL: [http://books.nips.cc/papers/files/nips25/NIPS2012_0650.pdf Learned Prioritization for Trading Off Accuracy and Speed]<br />
| Jiang, Jiarong, et al.<br />
| NIPS 2012<br />
| Xiao<br />
|<br />
|- <br />
| 6/7/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9597
LIL Reading Group
2013-05-27T04:03:33Z
<p>Yoav: /* Schedule: Spring 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3:30pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| [http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf Using Semantic Unification to Generate Regular Expressions from Natural Language]<br />
| Nate Kushman and Regina Barzilay <br />
| NAACL 2013<br />
| Yoav<br />
| Also required: [http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf Better k-best Parsing / Liang Huang and Davind Chiang]<br />
|- <br />
| 5/3/13<br />
| Reinforcement Learning: Chapters 1 and 3 (except 3.4) ([http://webdocs.cs.ualberta.ca/~sutton/book/the-book.html book details], [http://webdocs.cs.ualberta.ca/~sutton/book/ebook/the-book.html html version], [http://cognet.mit.edu/library/books/view?isbn=0262193981 scanned PDFs within UW])<br />
| <br />
| <br />
| Luke<br />
| Optional: Chapter 2: 2.1, 2.2, 2.4, 2.6 and 2.10<br />
|- <br />
| 5/10/13<br />
| Probabilistic Frame Induction <br />
| Jackie Chi Kit Cheung, Hoifung Poon and Lucy Vanderwende<br />
| NAACL 2013<br />
| Mark<br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL: [http://www.cse.iitm.ac.in/~cs670/papers/ActorCritic.pdf Policy gradient methods for reinforcement learning with function approximation]<br />
| Sutton, Richard S., et al.<br />
| NIPS 2000<br />
| Luke<br />
| Also: [http://people.csail.mit.edu/branavan/papers/acl2009.pdf Reinforcement Learning for Mapping Instructions to Actions - S.R.K. Branavan, Harr Chen, Luke Zettlemoyer, Regina Barzilay.].<br />
|- <br />
| 5/31/13<br />
| RL: [http://books.nips.cc/papers/files/nips25/NIPS2012_0650.pdf Learned Prioritization for Trading Off Accuracy and Speed]<br />
| Jiang, Jiarong, et al.<br />
| NIPS 2012<br />
| <br />
|<br />
|- <br />
| 6/7/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9592
LIL Reading Group
2013-05-23T22:44:43Z
<p>Yoav: /* Schedule: Spring 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3:30pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| [http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf Using Semantic Unification to Generate Regular Expressions from Natural Language]<br />
| Nate Kushman and Regina Barzilay <br />
| NAACL 2013<br />
| Yoav<br />
| Also required: [http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf Better k-best Parsing / Liang Huang and Davind Chiang]<br />
|- <br />
| 5/3/13<br />
| Reinforcement Learning: Chapters 1 and 3 (except 3.4) ([http://webdocs.cs.ualberta.ca/~sutton/book/the-book.html book details], [http://webdocs.cs.ualberta.ca/~sutton/book/ebook/the-book.html html version], [http://cognet.mit.edu/library/books/view?isbn=0262193981 scanned PDFs within UW])<br />
| <br />
| <br />
| Luke<br />
| Optional: Chapter 2: 2.1, 2.2, 2.4, 2.6 and 2.10<br />
|- <br />
| 5/10/13<br />
| Probabilistic Frame Induction <br />
| Jackie Chi Kit Cheung, Hoifung Poon and Lucy Vanderwende<br />
| NAACL 2013<br />
| Mark<br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL: [http://www.cse.iitm.ac.in/~cs670/papers/ActorCritic.pdf Policy gradient methods for reinforcement learning with function approximation]<br />
| Sutton, Richard S., et al.<br />
| NIPS 2000<br />
| Luke<br />
| Also: [http://people.csail.mit.edu/branavan/papers/acl2009.pdf Reinforcement Learning for Mapping Instructions to Actions - S.R.K. Branavan, Harr Chen, Luke Zettlemoyer, Regina Barzilay.].<br />
|- <br />
| 5/31/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 6/7/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9590
LIL Reading Group
2013-05-23T20:31:03Z
<p>Yoav: /* Schedule: Spring 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3:30pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| [http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf Using Semantic Unification to Generate Regular Expressions from Natural Language]<br />
| Nate Kushman and Regina Barzilay <br />
| NAACL 2013<br />
| Yoav<br />
| Also required: [http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf Better k-best Parsing / Liang Huang and Davind Chiang]<br />
|- <br />
| 5/3/13<br />
| Reinforcement Learning: Chapters 1 and 3 (except 3.4) ([http://webdocs.cs.ualberta.ca/~sutton/book/the-book.html book details], [http://webdocs.cs.ualberta.ca/~sutton/book/ebook/the-book.html html version], [http://cognet.mit.edu/library/books/view?isbn=0262193981 scanned PDFs within UW])<br />
| <br />
| <br />
| Luke<br />
| Optional: Chapter 2: 2.1, 2.2, 2.4, 2.6 and 2.10<br />
|- <br />
| 5/10/13<br />
| Probabilistic Frame Induction <br />
| Jackie Chi Kit Cheung, Hoifung Poon and Lucy Vanderwende<br />
| NAACL 2013<br />
| Mark<br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL: [http://www.cse.iitm.ac.in/~cs670/papers/ActorCritic.pdf Policy gradient methods for reinforcement learning with function approximation]<br />
| Sutton, Richard S., et al.<br />
| NIPS 2000<br />
| Luke<br />
| Also: [http://people.csail.mit.edu/branavan/papers/acl2010.pdf Reading Between the Lines: Learning to Map High-level Instructions to Commands - S.R.K. Branavan, Luke Zettlemoyer, Regina Barzilay].<br />
|- <br />
| 5/31/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 6/7/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9559
LIL Reading Group
2013-05-09T18:39:00Z
<p>Yoav: /* Schedule: Spring 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3:30pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| [http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf Using Semantic Unification to Generate Regular Expressions from Natural Language]<br />
| Nate Kushman and Regina Barzilay <br />
| NAACL 2013<br />
| Yoav<br />
| Also required: [http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf Better k-best Parsing / Liang Huang and Davind Chiang]<br />
|- <br />
| 5/3/13<br />
| Reinforcement Learning: Chapters 1 and 3 (except 3.4) ([http://webdocs.cs.ualberta.ca/~sutton/book/the-book.html book details], [http://webdocs.cs.ualberta.ca/~sutton/book/ebook/the-book.html html version], [http://cognet.mit.edu/library/books/view?isbn=0262193981 scanned PDFs within UW])<br />
| <br />
| <br />
| Luke<br />
| Optional: Chapter 2: 2.1, 2.2, 2.4, 2.6 and 2.10<br />
|- <br />
| 5/10/13<br />
| Probabilistic Frame Induction <br />
| Jackie Chi Kit Cheung, Hoifung Poon and Lucy Vanderwende<br />
| NAACL 2013<br />
| Mark<br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/31/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 6/7/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9540
LIL Reading Group
2013-04-29T05:37:25Z
<p>Yoav: /* Schedule: Spring 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3:30pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| [http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf Using Semantic Unification to Generate Regular Expressions from Natural Language]<br />
| Nate Kushman and Regina Barzilay <br />
| NAACL 2013<br />
| Yoav<br />
| Also required: [http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf Better k-best Parsing / Liang Huang and Davind Chiang]<br />
|- <br />
| 5/3/13<br />
| Reinforcement Learning: Chapters 1 and 3 (except 3.4) ([http://webdocs.cs.ualberta.ca/~sutton/book/the-book.html book details], [http://webdocs.cs.ualberta.ca/~sutton/book/ebook/the-book.html html version], [http://cognet.mit.edu/library/books/view?isbn=0262193981 scanned PDFs within UW])<br />
| <br />
| <br />
| Luke<br />
| Optional: Chapter 2: 2.1, 2.2, 2.4, 2.6 and 2.10<br />
|- <br />
| 5/10/13<br />
| Reinforcement Learning<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/31/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 6/7/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9539
LIL Reading Group
2013-04-29T05:26:38Z
<p>Yoav: /* Schedule: Spring 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3:30pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| [http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf Using Semantic Unification to Generate Regular Expressions from Natural Language]<br />
| Nate Kushman and Regina Barzilay <br />
| NAACL 2013<br />
| Yoav<br />
| Also required: [http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf Better k-best Parsing / Liang Huang and Davind Chiang]<br />
|- <br />
| 5/3/13<br />
| Reinforcement Learning: Chapters 1 and 3 (except 3.4) and the following from ([http://webdocs.cs.ualberta.ca/~sutton/book/the-book.html book details], [http://webdocs.cs.ualberta.ca/~sutton/book/ebook/the-book.html html version], [http://cognet.mit.edu/library/books/view?isbn=0262193981 scanned PDFs within UW])<br />
| <br />
| <br />
| Luke<br />
| Optional: Chapter 2: 2.1, 2.2, 2.4, 2.6 and 2.10<br />
|- <br />
| 5/10/13<br />
| Reinforcement Learning<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/31/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 6/7/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9538
LIL Reading Group
2013-04-28T18:46:46Z
<p>Yoav: /* Schedule: Spring 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3:30pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| [http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf Using Semantic Unification to Generate Regular Expressions from Natural Language]<br />
| Nate Kushman and Regina Barzilay <br />
| NAACL 2013<br />
| Yoav<br />
| Also required: [http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf Better k-best Parsing / Liang Huang and Davind Chiang]<br />
|- <br />
| 5/3/13<br />
| Reinforcement Learning: Chapter 1, and the following from chapter 2: 2.1, 2.2, 2.4, 2.6 and 2.10 ([http://webdocs.cs.ualberta.ca/~sutton/book/the-book.html book details], [http://webdocs.cs.ualberta.ca/~sutton/book/ebook/the-book.html html version], [http://cognet.mit.edu/library/books/view?isbn=0262193981 scanned PDFs within UW])<br />
| <br />
| <br />
| Luke<br />
|<br />
|- <br />
| 5/10/13<br />
| Reinforcement Learning: Chapter 3 (except 3.4) ([http://webdocs.cs.ualberta.ca/~sutton/book/the-book.html book details], [http://webdocs.cs.ualberta.ca/~sutton/book/ebook/the-book.html html version], [http://cognet.mit.edu/library/books/view?isbn=0262193981 scanned PDFs within UW])<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/31/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 6/7/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9537
LIL Reading Group
2013-04-28T18:40:22Z
<p>Yoav: /* Schedule: Spring 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3:30pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| [http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf Using Semantic Unification to Generate Regular Expressions from Natural Language]<br />
| Nate Kushman and Regina Barzilay <br />
| NAACL 2013<br />
| Yoav<br />
| Also required: [http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf Better k-best Parsing / Liang Huang and Davind Chiang]<br />
|- <br />
| 5/3/13<br />
| Reinforcement Learning: Chapter 1, and the following from chapter 2: 2.1, 2.2, 2.4, 2.6 and 2.10 ([http://webdocs.cs.ualberta.ca/~sutton/book/the-book.html book details], [http://webdocs.cs.ualberta.ca/~sutton/book/ebook/the-book.html html version], [http://cognet.mit.edu/library/books/view?isbn=0262193981 scanned PDFs within UW])<br />
| <br />
| <br />
| Luke<br />
|<br />
|- <br />
| 5/10/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/31/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 6/7/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9521
LIL Reading Group
2013-04-22T01:20:39Z
<p>Yoav: /* Schedule: Spring 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3:30pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| [http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf Using Semantic Unification to Generate Regular Expressions from Natural Language]<br />
| Nate Kushman and Regina Barzilay <br />
| NAACL 2013<br />
| Yoav<br />
| Also required: [http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf Better k-best Parsing / Liang Huang and Davind Chiang]<br />
|- <br />
| 5/3/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/10/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/31/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 6/7/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9520
LIL Reading Group
2013-04-22T01:20:23Z
<p>Yoav: /* Schedule: Spring 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3:30pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| [http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf Using Semantic Unification to Generate Regular Expressions from Natural Language]<br />
| Nate Kushman and Regina Barzilay <br />
| NAACL 2013<br />
| Yoav<br />
| Also required: [http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf Better k-best Parsing / Liang Huang and Davind Chiang]<br />
|- <br />
| 5/3/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/10/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/31/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 6/7/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9519
LIL Reading Group
2013-04-22T01:19:47Z
<p>Yoav: /* Schedule: Spring 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3:30pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| [http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf Using Semantic Unification to Generate Regular Expressions from Natural Language]<br />
| Nate Kushman and Regina Barzilay <br />
| NAACL 2013<br />
| Yoav<br />
| Also required: [http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf Better k-best Parsing / Liang Huang and Davind Chiang]<br />
|- <br />
| 5/3/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/10/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/31/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 6/7/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
| <br />
}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9518
LIL Reading Group
2013-04-22T01:18:24Z
<p>Yoav: /* Schedule: Spring 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3:30pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| [http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf Using Semantic Unification to Generate Regular Expressions from Natural Language]<br />
| Nate Kushman and Regina Barzilay <br />
| NAACL 2013<br />
| Yoav<br />
| Also required: [http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf Better k-best Parsing / Liang Huang and Davind Chiang]<br />
|- <br />
| 5/3/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/10/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/31/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 6/7/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
| <br />
|- <br />
| 6/14/13<br />
| <br />
|<br />
|<br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9517
LIL Reading Group
2013-04-22T01:18:00Z
<p>Yoav: /* Schedule: Spring 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3:30pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| [http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf Using Semantic Unification to Generate Regular Expressions from Natural Language]<br />
| Nate Kushman and Regina Barzilay <br />
| NAACL 2013<br />
| Yoav<br />
| Also required: [http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf Better k-best Parsing / Liang Huang and Davind Chiang]<br />
|- <br />
| 5/3/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/10/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/31/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 6/7/13<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|- <br />
| 6/14/13<br />
| <br />
|<br />
|<br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9516
LIL Reading Group
2013-04-22T01:13:54Z
<p>Yoav: /* Schedule: Spring 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3:30pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| [http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf Using Semantic Unification to Generate Regular Expressions from Natural Language]<br />
| Nate Kushman and Regina Barzilay <br />
| NAACL 2013<br />
| Yoav<br />
| Also required: [http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf Better k-best Parsing� / Liang Huang and Davind Chiang]<br />
|- <br />
| 5/3/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/10/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/31/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 6/7/13<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|- <br />
| 6/14/13<br />
| <br />
|<br />
|<br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9513
LIL Reading Group
2013-04-03T21:18:10Z
<p>Yoav: /* Schedule: Spring 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3:30pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| Nicholas<br />
|<br />
|- <br />
| 4/26/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/3/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/10/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/31/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 6/7/13<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|- <br />
| 6/14/13<br />
| <br />
|<br />
|<br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9507
LIL Reading Group
2013-04-01T23:04:22Z
<p>Yoav: </p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3:30pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| <br />
|<br />
|- <br />
| 4/26/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/3/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/10/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/31/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 6/7/13<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|- <br />
| 6/14/13<br />
| <br />
|<br />
|<br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9506
LIL Reading Group
2013-03-31T03:53:39Z
<p>Yoav: /* Schedule: Spring 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/12/13<br />
| Spectral fest continued <br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 4/19/13<br />
| [http://www.cs.cmu.edu/~afm/Home_files/CMU-ML-10-109.pdf Learning Structured Classifiers with Dual Coordinate Ascent]<br />
| Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar<br />
| 2012<br />
| <br />
|<br />
|- <br />
| 4/26/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/3/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/10/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/17/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at UW)<br />
|- <br />
| 5/24/13<br />
| RL fest<br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/31/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 6/7/13<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|- <br />
| 6/14/13<br />
| <br />
|<br />
|<br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9504
LIL Reading Group
2013-03-28T17:32:53Z
<p>Yoav: </p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 3pm''' <br />
<br />
'''Where: CSE 503'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 4/12/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 4/19/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 4/26/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/3/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/10/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/17/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/24/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/31/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 6/7/13<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|- <br />
| 6/14/13<br />
| <br />
|<br />
|<br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9502
LIL Reading Group
2013-03-24T18:52:00Z
<p>Yoav: /* Schedule: Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Spring 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 4/5/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 4/12/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 4/19/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 4/26/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/3/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/10/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/17/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/24/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 5/31/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 6/7/13<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|- <br />
| 6/14/13<br />
| <br />
|<br />
|<br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9501
LIL Reading Group
2013-03-24T18:46:36Z
<p>Yoav: </p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}<br />
<br />
=== Winter 2013 ===<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9500
LIL Reading Group
2013-03-24T18:43:49Z
<p>Yoav: /* Schedule: Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
| Spectral fest (contd.)<br />
|<br />
|<br />
| Tom<br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9491
LIL Reading Group
2013-03-12T16:45:36Z
<p>Yoav: /* Schedule: Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest: [http://cseweb.ucsd.edu/~djhsu/papers/hmm.pdf A Spectral Algorithm for Learning Hidden Markov Models]<br />
| D Hasu,S M Kakade, T Zhang<br />
| <br />
| Tom<br />
| [http://techtalks.tv/talks/spectral-approaches-to-learning-latent-variable-models-part-1/57663/ video]<br />
|- <br />
| 3/22/13<br />
|<br />
|<br />
|<br />
|<br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9401
LIL Reading Group
2013-02-14T21:52:43Z
<p>Yoav: /* Schedule: Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| [http://www.aclweb.org/anthology-new/P/P11/P11-1082.pdf Coreference Resolution with World Knowledge] <br />
| Altaf Rahman and Vincent Ng<br />
| ACL 2011<br />
| Hanna<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest... TBA<br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 3/22/13<br />
|<br />
|<br />
|<br />
|<br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9391
LIL Reading Group
2013-02-13T19:25:18Z
<p>Yoav: /* Schedule: Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| <br />
|<br />
|<br />
|<br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest... TBA<br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 3/22/13<br />
|<br />
|<br />
|<br />
|<br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9345
LIL Reading Group
2013-02-06T19:08:26Z
<p>Yoav: /* Schedule: Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| colspan=6 style="text-align:left;"| Practice Talk: Yoav Artzi / Weakly Supervised Learning of Semantic Parsers in Interactive Systems<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest... TBA<br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 3/22/13<br />
|<br />
|<br />
|<br />
|<br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9344
LIL Reading Group
2013-02-06T19:07:55Z
<p>Yoav: /* Schedule: Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| colspan=6 style="text-align:left;"| Practice Talk: Yoav Artzi - Weakly Supervised Learning of Semantic Parsers in Interactive Systems<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest... TBA<br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 3/22/13<br />
|<br />
|<br />
|<br />
|<br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9296
LIL Reading Group
2013-01-29T21:56:57Z
<p>Yoav: /* Schedule: Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| colspan=6 style="text-align:left;"| No meeting<br />
|- <br />
| 2/8/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/15/13<br />
| (pending)<br />
|<br />
|<br />
| Yoav <br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium (at MSR)<br />
|- <br />
| 3/1/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 3/8/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest... TBA<br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 3/22/13<br />
|<br />
|<br />
|<br />
|<br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9295
LIL Reading Group
2013-01-29T21:55:13Z
<p>Yoav: /* Schedule: Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/8/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 2/15/13<br />
| (pending)<br />
|<br />
|<br />
| Yoav <br />
|<br />
|- <br />
| 2/22/13<br />
| colspan=6 style="text-align:left;"| UW-MSR CL Symposium<br />
|- <br />
| 3/1/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest... TBA<br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 3/22/13<br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9294
LIL Reading Group
2013-01-29T21:53:39Z
<p>Yoav: /* Schedule: Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/8/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 2/15/13<br />
| (pending)<br />
|<br />
|<br />
| Yoav <br />
|<br />
|- <br />
| 2/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/1/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest... TBA<br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 3/22/13<br />
|colspan=6 style="text-align:left;"| UW-MSR CL Symposium<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9293
LIL Reading Group
2013-01-29T01:22:47Z
<p>Yoav: /* Schedule: Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/8/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 2/15/13<br />
| (pending)<br />
|<br />
|<br />
| Yoav <br />
|<br />
|- <br />
| 2/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/1/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest... TBA<br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 3/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9291
LIL Reading Group
2013-01-18T23:18:47Z
<p>Yoav: /* Schedule: Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution] (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152)<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/8/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 2/15/13<br />
| (pending)<br />
|<br />
|<br />
| Yoav <br />
|<br />
|- <br />
| 2/22/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/1/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest... TBA<br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 3/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9281
LIL Reading Group
2013-01-16T16:03:16Z
<p>Yoav: /* Potential Papers */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution]<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/8/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 2/15/13<br />
| (pending)<br />
|<br />
|<br />
| Yoav <br />
|<br />
|- <br />
| 2/22/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/1/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest... TBA<br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 3/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9279
LIL Reading Group
2013-01-11T23:15:47Z
<p>Yoav: /* Schedule: Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| Mark <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution]<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| Leila<br />
|<br />
|- <br />
| 2/1/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| Luke<br />
|<br />
|- <br />
| 2/8/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| Hanna<br />
|<br />
|- <br />
| 2/15/13<br />
| (pending)<br />
|<br />
|<br />
| Yoav <br />
|<br />
|- <br />
| 2/22/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| Mitchell<br />
|<br />
|- <br />
| 3/1/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest... TBA<br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 3/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* tability and Accuracy in Incremental Speech Recognition. Ethan Selfridge, Iker Arizmendi, Peter Heeman and Jason D. Williams. 2011. S Proc SIGDIAL, Portland, Oregon, USA. Best Student Paper Award. http://aclweb.org/anthology/W/W11/W11-2014.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9274
LIL Reading Group
2013-01-10T00:42:12Z
<p>Yoav: /* Schedule: Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution]<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| <br />
|<br />
|- <br />
| 2/1/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| <br />
|<br />
|- <br />
| 2/8/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| <br />
|<br />
|- <br />
| 2/15/13<br />
| (pending)<br />
|<br />
|<br />
| Yoav <br />
|<br />
|- <br />
| 2/22/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| <br />
|<br />
|- <br />
| 3/1/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/15/13<br />
| Spectral fest... TBA<br />
| <br />
| <br />
| Tom<br />
|<br />
|- <br />
| 3/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* tability and Accuracy in Incremental Speech Recognition. Ethan Selfridge, Iker Arizmendi, Peter Heeman and Jason D. Williams. 2011. S Proc SIGDIAL, Portland, Oregon, USA. Best Student Paper Award. http://aclweb.org/anthology/W/W11/W11-2014.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9273
LIL Reading Group
2013-01-09T23:15:24Z
<p>Yoav: /* Schedule: Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution]<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| <br />
|<br />
|- <br />
| 2/1/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| <br />
|<br />
|- <br />
| 2/8/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| <br />
|<br />
|- <br />
| 2/15/13<br />
| (pending)<br />
|<br />
|<br />
| Yoav <br />
|<br />
|- <br />
| 2/22/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| <br />
|<br />
|- <br />
| 3/1/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/15/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* tability and Accuracy in Incremental Speech Recognition. Ethan Selfridge, Iker Arizmendi, Peter Heeman and Jason D. Williams. 2011. S Proc SIGDIAL, Portland, Oregon, USA. Best Student Paper Award. http://aclweb.org/anthology/W/W11/W11-2014.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9272
LIL Reading Group
2013-01-09T23:09:42Z
<p>Yoav: /* Schedule: Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| V Ng<br />
| ACL 2010<br />
| <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution]<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| <br />
|<br />
|- <br />
| 2/1/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| <br />
|<br />
|- <br />
| 2/8/13<br />
| [http://aclweb.org/anthology-new/D/D08/D08-1067.pdf Unsupervised Models for Coreference Resolution]<br />
| V Ng<br />
| ACL 2008<br />
| <br />
|<br />
|- <br />
| 2/15/13<br />
| [http://people.cs.umass.edu/~mwick/MikeWeb/Publications_files/wick12hierarchical.pdf A Discriminative Hierarchical Model for Fast Coreference at Large Scale]<br />
| M Wich, S Singh, A McCallum<br />
| ACL 2012<br />
| <br />
|<br />
|- <br />
| 2/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/1/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/15/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* tability and Accuracy in Incremental Speech Recognition. Ethan Selfridge, Iker Arizmendi, Peter Heeman and Jason D. Williams. 2011. S Proc SIGDIAL, Portland, Oregon, USA. Best Student Paper Award. http://aclweb.org/anthology/W/W11/W11-2014.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9271
LIL Reading Group
2013-01-09T23:08:02Z
<p>Yoav: /* Schedule: Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| Vincent Ng<br />
| ACL 2010<br />
| <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution]<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| <br />
|<br />
|- <br />
| 2/1/13<br />
| [http://cogcomp.cs.illinois.edu/papers/RatinovRo12.pdf Learning-based Multi-Sieve Co-reference Resolution with Knowledge]<br />
| L Ratinov and D Roth<br />
| ACL 2012<br />
| <br />
|<br />
|- <br />
| 2/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/15/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/1/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/15/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* tability and Accuracy in Incremental Speech Recognition. Ethan Selfridge, Iker Arizmendi, Peter Heeman and Jason D. Williams. 2011. S Proc SIGDIAL, Portland, Oregon, USA. Best Student Paper Award. http://aclweb.org/anthology/W/W11/W11-2014.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9270
LIL Reading Group
2013-01-09T23:06:55Z
<p>Yoav: /* Schedule: Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| Vincent Ng<br />
| ACL 2010<br />
| <br />
|<br />
|- <br />
| 1/25/13<br />
| [http://nlp.stanford.edu/pubs/coreference-emnlp10.pdf A Multi-Pass Sieve for Coreference Resolution]<br />
| K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning <br />
| EMNLP 2010<br />
| <br />
|<br />
|- <br />
| 2/1/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/15/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/1/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/15/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* tability and Accuracy in Incremental Speech Recognition. Ethan Selfridge, Iker Arizmendi, Peter Heeman and Jason D. Williams. 2011. S Proc SIGDIAL, Portland, Oregon, USA. Best Student Paper Award. http://aclweb.org/anthology/W/W11/W11-2014.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9269
LIL Reading Group
2013-01-09T22:18:02Z
<p>Yoav: /* Schedule: Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| [http://www.hlt.utdallas.edu/~vince/papers/acl10.pdf Supervised Noun Phrase Coreference Research: The First Fifteen Years]<br />
| Vincent Ng<br />
| ACL 2010<br />
| <br />
|<br />
|- <br />
| 1/25/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/1/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/15/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/1/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/15/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* tability and Accuracy in Incremental Speech Recognition. Ethan Selfridge, Iker Arizmendi, Peter Heeman and Jason D. Williams. 2011. S Proc SIGDIAL, Portland, Oregon, USA. Best Student Paper Award. http://aclweb.org/anthology/W/W11/W11-2014.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9266
LIL Reading Group
2013-01-09T16:09:22Z
<p>Yoav: /* Schedule: Winter 2013 */</p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| [http://books.nips.cc/papers/files/nips25/NIPS2012_0891.pdf Multiple Choice Learning: Learning to Produce Multiple Structured Outputs]<br />
| A Guzman-Rivera, D Batra, P Kohli <br />
| NIPS 2012<br />
| Yoav<br />
|<br />
|- <br />
| 1/18/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 1/25/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/1/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/15/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/1/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/15/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* tability and Accuracy in Incremental Speech Recognition. Ethan Selfridge, Iker Arizmendi, Peter Heeman and Jason D. Williams. 2011. S Proc SIGDIAL, Portland, Oregon, USA. Best Student Paper Award. http://aclweb.org/anthology/W/W11/W11-2014.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9255
LIL Reading Group
2012-12-21T01:59:13Z
<p>Yoav: </p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
'''Course number: CSE 591T'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 1/18/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 1/25/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/1/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/15/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/1/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/15/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* tability and Accuracy in Incremental Speech Recognition. Ethan Selfridge, Iker Arizmendi, Peter Heeman and Jason D. Williams. 2011. S Proc SIGDIAL, Portland, Oregon, USA. Best Student Paper Award. http://aclweb.org/anthology/W/W11/W11-2014.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=9254
LIL Reading Group
2012-12-14T18:53:43Z
<p>Yoav: </p>
<hr />
<div>This is the wiki page for topics to be discussed in the LIL group meetings. While one person will be officially leading the group in each session, the meeting will be structured in the form of a discussion. <br />
<br />
'''When: Friday, 1:30pm''' <br />
<br />
'''Where: CSE 303'''<br />
<br />
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).<br />
<br />
Contact: yoav@cs<br />
<br />
== Schedule: Winter 2013 ==<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 1/11/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 1/18/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 1/25/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/1/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/15/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 2/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/1/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/8/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/15/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|- <br />
| 3/22/13<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|}<br />
<br />
== Potential Papers == <br />
'''(in no particular order)'''<br />
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf<br />
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf<br />
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf<br />
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf<br />
* '''EMNLP 2012'''<br />
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf<br />
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012. http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf<br />
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf<br />
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf<br />
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf<br />
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)<br />
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf<br />
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf<br />
<br />
* '''ACL 2012'''<br />
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf<br />
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf<br />
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf<br />
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf<br />
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf<br />
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf<br />
<br />
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''<br />
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf<br />
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf<br />
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf<br />
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf<br />
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)<br />
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)<br />
<br />
* '''ICML Inferning Workshop'''<br />
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5<br />
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx<br />
<br />
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf<br />
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf<br />
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf<br />
<br />
* '''Highlights from NAACL 2012:'''<br />
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf<br />
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf<br />
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf<br />
<br />
* '''Lexicalized Well-founded Grammar:'''<br />
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf<br />
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750<br />
<br />
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf<br />
<br />
* A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011. Proceedings of the EMNLP conference. Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf<br />
<br />
* Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf<br />
<br />
* Replicated Softmax: an Undirected Topic Model. Ruslan Salakhutdinov, Geoffrey Hinton. http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf<br />
<br />
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf<br />
<br />
* tability and Accuracy in Incremental Speech Recognition. Ethan Selfridge, Iker Arizmendi, Peter Heeman and Jason D. Williams. 2011. S Proc SIGDIAL, Portland, Oregon, USA. Best Student Paper Award. http://aclweb.org/anthology/W/W11/W11-2014.pdf<br />
<br />
* Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf<br />
<br />
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf<br />
<br />
== Previous Quarters == <br />
<br />
<br />
=== Spring 2012 === <br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Link<br />
! Leader<br />
! Info<br />
|- <br />
| 3/30/12 <br />
| A Bayesian Approach to Unsupervised Semantic Role Induction<br />
| Ivan Titov, Alexandre Klementiev<br />
| http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf<br />
| Tom Kwiatkowski<br />
| <br />
|-<br />
| 4/6/12 <br />
| Multi-Source Transfer of Delexicalized Dependency Parsers<br />
| McDonald, Petrov and Hall<br />
| http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 4/13/12 <br />
| Learning Determinantal Point Processes<br />
| A. Kulesza and B. Taskar<br />
| http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf<br />
| Luke <br />
| <br />
|-<br />
| 4/20/12 <br />
| Learning Accurate, Compact, and Interpretable Tree Annotation<br />
| Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein<br />
| http://www.petrovi.de/data/acl06.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 4/27/12 <br />
| Spectral Learning for Non-Deterministic Dependency Parsing<br />
| Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras<br />
| http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf<br />
| Raphael Hoffmann<br />
| <br />
|-<br />
| 5/4/12 <br />
| Dual Decomposition with Many Overlapping Components<br />
| Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo<br />
| http://aclweb.org/anthology-new/D/D11/D11-1022.pdf<br />
| Yoav Artzi<br />
| <br />
|-<br />
| 5/11/12 <br />
|colspan=6 style="text-align:left;"| NW-NLP Conference<br />
|-<br />
| 5/18/12 <br />
| You had me at hello: How phrasing affects memorability<br />
| Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee<br />
| http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf<br />
| Mark Yatskar<br />
| <br />
|-<br />
| 5/25/12 <br />
|colspan=6 style="text-align:left;"| (no reading group; go to Yoav's Generals Talk!)<br />
|-<br />
| 6/1/12 <br />
| Parsing Time: Learning to Interpret Time Expressions<br />
| Gabor Angeli, Chris Manning, Dan Jurafsky<br />
| http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf<br />
| Alan Ritter<br />
|<br />
|-<br />
|}<br />
<br />
=== Summer 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 6/15/12 <br />
| [http://www.jayantkrish.com/papers/jayantk-emnlp2012.pdf Weakly Supervised Training of Semantic Parsers]<br />
| Jayant Krishnamurthy and Tom M. Mitchell<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 7/5/12 <br />
| [http://www.isi.edu/~lhuang/perc-inexact.pdf Structured Perceptron with Inexact Search]<br />
| L. Huang, S. Fayong and Y. Guo<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 7/12/12 <br />
| [http://clic.cimec.unitn.it/marco/publications/bruni-etal-acl-2012.pdf Distributional semantics in technicolor]<br />
| Bruni, Boleda and Baroni<br />
| ACL 2012<br />
| Tony<br />
|<br />
|- <br />
| 7/19/12 <br />
| [http://www.cs.cmu.edu/~efros/exemplarsvm-iccv11.pdf Ensemble of Exemplar-SVMs for Object Detection and Beyond]<br />
| Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros<br />
| ICCV 2011<br />
| Nicholas<br />
|<br />
|- <br />
| 7/26/12 <br />
| [http://tamaraberg.com/papers/EACL12.pdf Midge: Generating Image Descriptions From Computer Vision Detections]<br />
| Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III<br />
| EACL 2012<br />
| Jesse <br />
|<br />
|- <br />
| 8/2/12 <br />
| [http://newdesign.aclweb.org/anthology/P/P12/P12-1047.pdf String Re-writing Kernel]<br />
| Fan Bu, Hang Li, Xiaoyan Zhu<br />
| ACL 2012<br />
| Tom<br />
|<br />
|- <br />
| 8/9/12 <br />
|colspan=5 style="text-align:left;"| Intel retreat (no reading group)<br />
|- <br />
| 8/16/12 <br />
|colspan=5 style="text-align:left;"| Raphael's final exam practice talk<br />
|-<br />
| 8/23/12 <br />
| [http://aclweb.org/anthology-new/N/N12/N12-1093.pdf Unsupervised Concept-to-text Generation with Hypergraphs]<br />
| I. Konstas and M. Lapata<br />
| NAACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 8/30/12 <br />
| [http://nlp.stanford.edu/pubs/emnlp2012-coref.pdf Joint Entity and Event Coreference Resolution across Documents]<br />
| Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky.<br />
| EMNLP 2012<br />
| Luke<br />
|<br />
|- <br />
| 9/6/12 <br />
| [http://books.nips.cc/papers/files/nips24/NIPS2011_0644.pdf Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions]<br />
| Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern<br />
| NIPS 2011<br />
| Alan <br />
|<br />
|- <br />
| 9/13/12 <br />
| [http://people.csail.mit.edu/srush/emnlp2012.pdf Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints]<br />
| Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson<br />
| EMNLP 2012<br />
| Xiao<br />
|<br />
|}<br />
<br />
=== Autumn 2012 ===<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|-<br />
| 9/28/12 <br />
|colspan=5 style="text-align:left;"| NLP Showcase: CS students presenting their research in a series of short talks [CSE 303, lunch served at '''12:00''', talks start at '''12:30''']<br />
|-<br />
| 10/5/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1014.pdf Learning High-Level Planning from Text] <br />
| S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 10/12/12 <br />
| [http://dl.acm.org/ft_gateway.cfm?id=1858838&type=pdf&CFID=171625995&CFTOKEN=85346367 Phrase-based Statistical Language Generation using Graphical Models and Active Learning]<br />
| Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young<br />
| ACL 2010<br />
| Nicholas <br />
|<br />
|- <br />
| 10/19/12 <br />
| [http://www.cs.berkeley.edu/~tberg/papers/emnlp2012.pdf An Empirical Investigation of Statistical Significance in NLP]<br />
| Taylor Berg-Kirkpatrick David Burkett Dan Klein<br />
| EMNLP 2012<br />
| Mark<br />
|<br />
|- <br />
| 10/26/12 <br />
|colspan=5 style="text-align:left;"| UW/MSR Machine Learning Workshop (no reading group)<br />
|- <br />
| 11/2/12 <br />
| [http://www.cs.utexas.edu/users/ml/papers/raghavan.acl12.pdf Learning to “Read Between the Lines” using Bayesian Logic Programs]<br />
| Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku<br />
| ACL 2012<br />
| Chloé<br />
|<br />
|- <br />
| 11/9/12 <br />
| [http://people.csail.mit.edu/srush/vine-paper.pdf Vine Pruning for Efficient Multi-Pass Dependency Parsing]<br />
| A. Rush and S. Petrov<br />
| NAACL 2012<br />
| Gabe<br />
|<br />
|- <br />
| 11/16/12 <br />
| [http://aclweb.org/anthology-new/P/P12/P12-1066.pdf Selective Sharing for Multilingual Dependency Parsing]<br />
| Tahira Naseem; Regina Barzilay; Amir Globerson<br />
| ACL 2012<br />
| Yoav<br />
|<br />
|- <br />
| 11/23/12 <br />
|colspan=5 style="text-align:left;"| No reading group (Thanksgiving holiday)<br />
|- <br />
| 11/30/12 <br />
|colspan=5 style="text-align:left;"| Talk: Paul Pham, Quantum Computing and Machine Learning<br />
|- <br />
| 12/7/12 <br />
| [http://people.csail.mit.edu/regina/my_papers/bsnyder_icml2010.pdf Climbing the Tower of Babel: Unsupervised Multilingual Learning]<br />
| Benjamin Snyder and Regina Barzilay<br />
| ICML 2010<br />
| Nath<br />
|<br />
|}</div>
Yoav