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User contributions
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http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10248
LIL Reading Group
2015-03-20T07:25:46Z
<p>Eunsol: /* Winter 2015 */</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 />
== Winter 2015 ==<br />
'''When: 11:00AM Thursday''' <br />
<br />
'''Where: CSE 303'''<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: eunsol@cs<br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 1/15/15<br />
| Conditional Random Field Autoencoders for Unsupervised Structured Prediction[http://arxiv.org/pdf/1411.1147v2.pdf]<br />
| Waleed Ammar, Chris Dyer, Noah Smith<br />
| NIPS 2014<br />
| Kenton<br />
| <br />
|-<br />
| 1/22/15<br />
| Learning Distributed Representations for Structured Output Prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
| Vivek Srikumar, Christopher Manning<br />
| NIPS 2014<br />
| Sameer<br />
| <br />
|-<br />
| 1/29/15<br />
| Grammar as a foreign language[http://arxiv.org/pdf/1412.7449v1.pdf]<br />
| Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton<br />
| in submission- ICLR<br />
| Mark<br />
| <br />
|-<br />
| 2/5/15<br />
| Brighter than Gold: Figurative Language in User Generated Comparisons[http://vene.ro/figurative-comparisons/niculae14comparisons.pdf]<br />
| Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
| EMNLP2014<br />
| Leila<br />
| <br />
|-<br />
|2/12/15<br />
| Quizz: Targeted Crowdsourcing with a Billion (Potential) Users[http://static.googleusercontent.com/media/research.google.com/en/us/pubs/archive/42022.pdf]<br />
| Panagiotis G. Ipeirotis and Evgeniy Gabrilovich<br />
| WWW14<br />
| Luheng<br />
| <br />
|-<br />
|2/19/15<br />
| Structured Learning for Taxonomy Induction with Belief Propagation[http://ttic.uchicago.edu/~mbansal/papers/acl14_structuredTaxonomy.pdf]<br />
| Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein<br />
| ACL14<br />
| Xiao<br />
| <br />
|-<br />
|2/27/15<br />
| colspan=5 style="text-align:left;"| No reading group..? ACL deadline<br />
<br />
|-<br />
|3/5/15<br />
| Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment[https://tacl2013.cs.columbia.edu/ojs/index.php/tacl/article/download/488/100]<br />
| Yonatan Belinkov, Tao Lei, Regina Barzilay, Amir Globerson <br />
| TACL14<br />
|Eunsol<br />
| <br />
|-<br />
|3/12/15<br />
| Typed Tensor Decomposition of Knowledge Bases for Relation Extraction[http://emnlp2014.org/papers/pdf/EMNLP2014165.pdf]<br />
|Kai-Wei Chang Wen-tau Yih Bishan Yang Christopher Meek<br />
| EMNLP14<br />
|Victoria<br />
| <br />
|-<br />
|3/19/15<br />
| Political Ideology Detection Using Recursive Neural Networks[http://www.aclweb.org/anthology/P/P14/P14-1105.pdf]<br />
| Mohit Iyyer, Peter Enns, Jordan Boyd-Graber, Philip Resnik<br />
| ACL14<br />
|Hannah<br />
| <br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein, ACL 2014, Best Long Paper Honorable Mention<br />
<br />
:Simple Map Inference via Low-Rank Relaxations [http://papers.nips.cc/paper/5261-simple-map-inference-via-low-rank-relaxations.pdf]<br />
::Roy Frostig, Sida I. Wang, Percy Liang, Christopher D. Manning, NIPS 2014<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
:Learning distributed representation for structured output prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
:: Vivek Srikumar, Christopher D. Manning, NIPS, 2014<br />
<br />
:Grammar as a Foreign Language<br />
::Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton, arXiv:1412.7449v1 (under review for <br />
<br />
<br />
<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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 />
<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 />
|}<br />
=== Fall 2014 === <br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| Modeling Biological Processes for Reading Comprehension[http://nlp.stanford.edu/pubs/berant-srikumar-manning-emnlp14.pdf]<br />
| Jonathan Berant et al.<br />
| EMNLP 2014<br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
| colspan=3 style="text-align:left;"| UW/MS Symposium in Computational Linguistics<br />
|Time: 3:30-5PM<br />
|Location: Miller 301 at UW <br />
|-<br />
| 11/21/14<br />
| Low-Rank Tensors for Scoring Dependency Structures[http://people.csail.mit.edu/taolei/papers/acl2014.pdf]<br />
| Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, and Tommi Jaakkola<br />
| ACL 2014<br />
| Yoav<br />
| <br />
|-<br />
| 11/28/14<br />
| colspan=5 style="text-align:left;"| Thanksgiving<br />
|-<br />
| 12/5/14 <br />
| What are you talking about? Text-to-Image Coreference[http://ttic.uchicago.edu/~mbansal/papers/cvpr14_textImageCoref.pdf]<br />
| Chen Kong et al<br />
| CVPR14<br />
| Fitz + Hannah<br />
|<br />
|-<br />
|}</div>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10247
LIL Reading Group
2015-03-20T07:22:31Z
<p>Eunsol: </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 />
== Winter 2015 ==<br />
'''When: 11:00AM Thursday''' <br />
<br />
'''Where: CSE 303'''<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: eunsol@cs<br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 1/15/15<br />
| Conditional Random Field Autoencoders for Unsupervised Structured Prediction[http://arxiv.org/pdf/1411.1147v2.pdf]<br />
| Waleed Ammar, Chris Dyer, Noah Smith<br />
| NIPS 2014<br />
| Kenton<br />
| <br />
|-<br />
| 1/22/15<br />
| Learning Distributed Representations for Structured Output Prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
| Vivek Srikumar, Christopher Manning<br />
| NIPS 2014<br />
| Sameer<br />
| <br />
|-<br />
| 1/29/15<br />
| Grammar as a foreign language[http://arxiv.org/pdf/1412.7449v1.pdf]<br />
| Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton<br />
| in submission- ICLR<br />
| Mark<br />
| <br />
|-<br />
| 2/5/15<br />
| Brighter than Gold: Figurative Language in User Generated Comparisons[http://vene.ro/figurative-comparisons/niculae14comparisons.pdf]<br />
| Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
| EMNLP2014<br />
| Leila<br />
| <br />
|-<br />
|2/12/15<br />
| Quizz: Targeted Crowdsourcing with a Billion (Potential) Users[http://static.googleusercontent.com/media/research.google.com/en/us/pubs/archive/42022.pdf]<br />
| Panagiotis G. Ipeirotis and Evgeniy Gabrilovich<br />
| WWW14<br />
| Luheng<br />
| <br />
|-<br />
|2/19/15<br />
| Structured Learning for Taxonomy Induction with Belief Propagation[http://ttic.uchicago.edu/~mbansal/papers/acl14_structuredTaxonomy.pdf]<br />
| Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein<br />
| ACL14<br />
| Xiao<br />
| <br />
|-<br />
|2/27/15<br />
| colspan=5 style="text-align:left;"| No reading group..? ACL deadline<br />
<br />
|-<br />
|3/5/15<br />
| Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment[https://tacl2013.cs.columbia.edu/ojs/index.php/tacl/article/download/488/100]<br />
| Yonatan Belinkov, Tao Lei, Regina Barzilay, Amir Globerson <br />
| TACL14<br />
|Eunsol<br />
| <br />
|-<br />
|3/12/15<br />
| Typed Tensor Decomposition of Knowledge Bases for Relation Extraction[http://emnlp2014.org/papers/pdf/EMNLP2014165.pdf]<br />
|Kai-Wei Chang Wen-tau Yih Bishan Yang Christopher Meek<br />
| EMNLP14<br />
|Victoria<br />
| <br />
|-<br />
|3/19/15<br />
| Political Ideology Detection Using Recursive Neural Networks[http://www.aclweb.org/anthology/P/P14/P14-1105.pdf]<br />
| Mohit Iyyer, Peter Enns, Jordan Boyd-Graber, Philip Resnik<br />
| ACL14<br />
|Hannah<br />
| <br />
|-<br />
|3/26/15<br />
| <br />
|<br />
| <br />
|Fitz<br />
| <br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein, ACL 2014, Best Long Paper Honorable Mention<br />
<br />
:Simple Map Inference via Low-Rank Relaxations [http://papers.nips.cc/paper/5261-simple-map-inference-via-low-rank-relaxations.pdf]<br />
::Roy Frostig, Sida I. Wang, Percy Liang, Christopher D. Manning, NIPS 2014<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
:Learning distributed representation for structured output prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
:: Vivek Srikumar, Christopher D. Manning, NIPS, 2014<br />
<br />
:Grammar as a Foreign Language<br />
::Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton, arXiv:1412.7449v1 (under review for <br />
<br />
<br />
<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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 />
<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 />
|}<br />
=== Fall 2014 === <br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| Modeling Biological Processes for Reading Comprehension[http://nlp.stanford.edu/pubs/berant-srikumar-manning-emnlp14.pdf]<br />
| Jonathan Berant et al.<br />
| EMNLP 2014<br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
| colspan=3 style="text-align:left;"| UW/MS Symposium in Computational Linguistics<br />
|Time: 3:30-5PM<br />
|Location: Miller 301 at UW <br />
|-<br />
| 11/21/14<br />
| Low-Rank Tensors for Scoring Dependency Structures[http://people.csail.mit.edu/taolei/papers/acl2014.pdf]<br />
| Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, and Tommi Jaakkola<br />
| ACL 2014<br />
| Yoav<br />
| <br />
|-<br />
| 11/28/14<br />
| colspan=5 style="text-align:left;"| Thanksgiving<br />
|-<br />
| 12/5/14 <br />
| What are you talking about? Text-to-Image Coreference[http://ttic.uchicago.edu/~mbansal/papers/cvpr14_textImageCoref.pdf]<br />
| Chen Kong et al<br />
| CVPR14<br />
| Fitz + Hannah<br />
|<br />
|-<br />
|}</div>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10246
LIL Reading Group
2015-03-09T03:01:24Z
<p>Eunsol: /* Winter 2015 */</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 />
== Winter 2015 ==<br />
'''When: 11:00AM Thursday''' <br />
<br />
'''Where: CSE 303'''<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: eunsol@cs<br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 1/15/15<br />
| Conditional Random Field Autoencoders for Unsupervised Structured Prediction[http://arxiv.org/pdf/1411.1147v2.pdf]<br />
| Waleed Ammar, Chris Dyer, Noah Smith<br />
| NIPS 2014<br />
| Kenton<br />
| <br />
|-<br />
| 1/22/15<br />
| Learning Distributed Representations for Structured Output Prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
| Vivek Srikumar, Christopher Manning<br />
| NIPS 2014<br />
| Sameer<br />
| <br />
|-<br />
| 1/29/15<br />
| Grammar as a foreign language[http://arxiv.org/pdf/1412.7449v1.pdf]<br />
| Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton<br />
| in submission- ICLR<br />
| Mark<br />
| <br />
|-<br />
| 2/5/15<br />
| Brighter than Gold: Figurative Language in User Generated Comparisons[http://vene.ro/figurative-comparisons/niculae14comparisons.pdf]<br />
| Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
| EMNLP2014<br />
| Leila<br />
| <br />
|-<br />
|2/12/15<br />
| Quizz: Targeted Crowdsourcing with a Billion (Potential) Users[http://static.googleusercontent.com/media/research.google.com/en/us/pubs/archive/42022.pdf]<br />
| Panagiotis G. Ipeirotis and Evgeniy Gabrilovich<br />
| WWW14<br />
| Luheng<br />
| <br />
|-<br />
|2/19/15<br />
| Structured Learning for Taxonomy Induction with Belief Propagation[http://ttic.uchicago.edu/~mbansal/papers/acl14_structuredTaxonomy.pdf]<br />
| Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein<br />
| ACL14<br />
| Xiao<br />
| <br />
|-<br />
|2/27/15<br />
| colspan=5 style="text-align:left;"| No reading group..? ACL deadline<br />
<br />
|-<br />
|3/5/15<br />
| Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment[https://tacl2013.cs.columbia.edu/ojs/index.php/tacl/article/download/488/100]<br />
| Yonatan Belinkov, Tao Lei, Regina Barzilay, Amir Globerson <br />
| TACL14<br />
|Eunsol<br />
| <br />
|-<br />
|3/12/15<br />
| Typed Tensor Decomposition of Knowledge Bases for Relation Extraction[http://emnlp2014.org/papers/pdf/EMNLP2014165.pdf]<br />
|Kai-Wei Chang Wen-tau Yih Bishan Yang Christopher Meek<br />
| EMNLP14<br />
|Victoria<br />
| <br />
|-<br />
|3/19/15<br />
| <br />
|<br />
| <br />
|Hannah<br />
| <br />
|-<br />
|3/26/15<br />
| <br />
|<br />
| <br />
|Fitz<br />
| <br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein, ACL 2014, Best Long Paper Honorable Mention<br />
<br />
:Simple Map Inference via Low-Rank Relaxations [http://papers.nips.cc/paper/5261-simple-map-inference-via-low-rank-relaxations.pdf]<br />
::Roy Frostig, Sida I. Wang, Percy Liang, Christopher D. Manning, NIPS 2014<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
:Learning distributed representation for structured output prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
:: Vivek Srikumar, Christopher D. Manning, NIPS, 2014<br />
<br />
:Grammar as a Foreign Language<br />
::Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton, arXiv:1412.7449v1 (under review for <br />
<br />
<br />
<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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 />
<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 />
|}<br />
=== Fall 2014 === <br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| Modeling Biological Processes for Reading Comprehension[http://nlp.stanford.edu/pubs/berant-srikumar-manning-emnlp14.pdf]<br />
| Jonathan Berant et al.<br />
| EMNLP 2014<br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
| colspan=3 style="text-align:left;"| UW/MS Symposium in Computational Linguistics<br />
|Time: 3:30-5PM<br />
|Location: Miller 301 at UW <br />
|-<br />
| 11/21/14<br />
| Low-Rank Tensors for Scoring Dependency Structures[http://people.csail.mit.edu/taolei/papers/acl2014.pdf]<br />
| Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, and Tommi Jaakkola<br />
| ACL 2014<br />
| Yoav<br />
| <br />
|-<br />
| 11/28/14<br />
| colspan=5 style="text-align:left;"| Thanksgiving<br />
|-<br />
| 12/5/14 <br />
| What are you talking about? Text-to-Image Coreference[http://ttic.uchicago.edu/~mbansal/papers/cvpr14_textImageCoref.pdf]<br />
| Chen Kong et al<br />
| CVPR14<br />
| Fitz + Hannah<br />
|<br />
|-<br />
|}</div>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10245
LIL Reading Group
2015-03-09T02:58:38Z
<p>Eunsol: /* Winter 2015 */</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 />
== Winter 2015 ==<br />
'''When: 11:00AM Thursday''' <br />
<br />
'''Where: CSE 303'''<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: eunsol@cs<br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 1/15/15<br />
| Conditional Random Field Autoencoders for Unsupervised Structured Prediction[http://arxiv.org/pdf/1411.1147v2.pdf]<br />
| Waleed Ammar, Chris Dyer, Noah Smith<br />
| NIPS 2014<br />
| Kenton<br />
| <br />
|-<br />
| 1/22/15<br />
| Learning Distributed Representations for Structured Output Prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
| Vivek Srikumar, Christopher Manning<br />
| NIPS 2014<br />
| Sameer<br />
| <br />
|-<br />
| 1/29/15<br />
| Grammar as a foreign language[http://arxiv.org/pdf/1412.7449v1.pdf]<br />
| Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton<br />
| in submission- ICLR<br />
| Mark<br />
| <br />
|-<br />
| 2/5/15<br />
| Brighter than Gold: Figurative Language in User Generated Comparisons[http://vene.ro/figurative-comparisons/niculae14comparisons.pdf]<br />
| Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
| EMNLP2014<br />
| Leila<br />
| <br />
|-<br />
|2/12/15<br />
| Quizz: Targeted Crowdsourcing with a Billion (Potential) Users[http://static.googleusercontent.com/media/research.google.com/en/us/pubs/archive/42022.pdf]<br />
| Panagiotis G. Ipeirotis and Evgeniy Gabrilovich<br />
| WWW14<br />
| Luheng<br />
| <br />
|-<br />
|2/19/15<br />
| Structured Learning for Taxonomy Induction with Belief Propagation[http://ttic.uchicago.edu/~mbansal/papers/acl14_structuredTaxonomy.pdf]<br />
| Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein<br />
| ACL14<br />
| Xiao<br />
| <br />
|-<br />
|2/27/15<br />
| colspan=5 style="text-align:left;"| No reading group..? ACL deadline<br />
<br />
|-<br />
|3/5/15<br />
| Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment[https://tacl2013.cs.columbia.edu/ojs/index.php/tacl/article/download/488/100]<br />
| Yonatan Belinkov, Tao Lei, Regina Barzilay, Amir Globerson <br />
| TACL14<br />
|Eunsol<br />
| <br />
|-<br />
|3/12/15<br />
| Typed Tensor Decomposition of Knowledge Bases for Relation Extraction<br />
|Kai-Wei Chang Wen-tau Yih Bishan Yang Christopher Meek<br />
| EMNLP14<br />
|Victoria<br />
| <br />
|-<br />
|3/19/15<br />
| <br />
|<br />
| <br />
|Hannah<br />
| <br />
|-<br />
|3/26/15<br />
| <br />
|<br />
| <br />
|Fitz<br />
| <br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein, ACL 2014, Best Long Paper Honorable Mention<br />
<br />
:Simple Map Inference via Low-Rank Relaxations [http://papers.nips.cc/paper/5261-simple-map-inference-via-low-rank-relaxations.pdf]<br />
::Roy Frostig, Sida I. Wang, Percy Liang, Christopher D. Manning, NIPS 2014<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
:Learning distributed representation for structured output prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
:: Vivek Srikumar, Christopher D. Manning, NIPS, 2014<br />
<br />
:Grammar as a Foreign Language<br />
::Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton, arXiv:1412.7449v1 (under review for <br />
<br />
<br />
<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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 />
<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 />
|}<br />
=== Fall 2014 === <br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| Modeling Biological Processes for Reading Comprehension[http://nlp.stanford.edu/pubs/berant-srikumar-manning-emnlp14.pdf]<br />
| Jonathan Berant et al.<br />
| EMNLP 2014<br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
| colspan=3 style="text-align:left;"| UW/MS Symposium in Computational Linguistics<br />
|Time: 3:30-5PM<br />
|Location: Miller 301 at UW <br />
|-<br />
| 11/21/14<br />
| Low-Rank Tensors for Scoring Dependency Structures[http://people.csail.mit.edu/taolei/papers/acl2014.pdf]<br />
| Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, and Tommi Jaakkola<br />
| ACL 2014<br />
| Yoav<br />
| <br />
|-<br />
| 11/28/14<br />
| colspan=5 style="text-align:left;"| Thanksgiving<br />
|-<br />
| 12/5/14 <br />
| What are you talking about? Text-to-Image Coreference[http://ttic.uchicago.edu/~mbansal/papers/cvpr14_textImageCoref.pdf]<br />
| Chen Kong et al<br />
| CVPR14<br />
| Fitz + Hannah<br />
|<br />
|-<br />
|}</div>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10244
LIL Reading Group
2015-03-03T04:24:22Z
<p>Eunsol: /* Winter 2015 */</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 />
== Winter 2015 ==<br />
'''When: 11:00AM Thursday''' <br />
<br />
'''Where: CSE 303'''<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: eunsol@cs<br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 1/15/15<br />
| Conditional Random Field Autoencoders for Unsupervised Structured Prediction[http://arxiv.org/pdf/1411.1147v2.pdf]<br />
| Waleed Ammar, Chris Dyer, Noah Smith<br />
| NIPS 2014<br />
| Kenton<br />
| <br />
|-<br />
| 1/22/15<br />
| Learning Distributed Representations for Structured Output Prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
| Vivek Srikumar, Christopher Manning<br />
| NIPS 2014<br />
| Sameer<br />
| <br />
|-<br />
| 1/29/15<br />
| Grammar as a foreign language[http://arxiv.org/pdf/1412.7449v1.pdf]<br />
| Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton<br />
| in submission- ICLR<br />
| Mark<br />
| <br />
|-<br />
| 2/5/15<br />
| Brighter than Gold: Figurative Language in User Generated Comparisons[http://vene.ro/figurative-comparisons/niculae14comparisons.pdf]<br />
| Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
| EMNLP2014<br />
| Leila<br />
| <br />
|-<br />
|2/12/15<br />
| Quizz: Targeted Crowdsourcing with a Billion (Potential) Users[http://static.googleusercontent.com/media/research.google.com/en/us/pubs/archive/42022.pdf]<br />
| Panagiotis G. Ipeirotis and Evgeniy Gabrilovich<br />
| WWW14<br />
| Luheng<br />
| <br />
|-<br />
|2/19/15<br />
| Structured Learning for Taxonomy Induction with Belief Propagation[http://ttic.uchicago.edu/~mbansal/papers/acl14_structuredTaxonomy.pdf]<br />
| Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein<br />
| ACL14<br />
| Xiao<br />
| <br />
|-<br />
|2/27/15<br />
| colspan=5 style="text-align:left;"| No reading group..? ACL deadline<br />
<br />
|-<br />
|3/5/15<br />
| Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment[https://tacl2013.cs.columbia.edu/ojs/index.php/tacl/article/download/488/100]<br />
| Yonatan Belinkov, Tao Lei, Regina Barzilay, Amir Globerson <br />
| TACL14<br />
|Eunsol<br />
| <br />
|-<br />
|3/12/15<br />
| <br />
|<br />
| <br />
|Victoria<br />
| <br />
|-<br />
|3/19/15<br />
| <br />
|<br />
| <br />
|Hannah<br />
| <br />
|-<br />
|3/26/15<br />
| <br />
|<br />
| <br />
|Fitz<br />
| <br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein, ACL 2014, Best Long Paper Honorable Mention<br />
<br />
:Simple Map Inference via Low-Rank Relaxations [http://papers.nips.cc/paper/5261-simple-map-inference-via-low-rank-relaxations.pdf]<br />
::Roy Frostig, Sida I. Wang, Percy Liang, Christopher D. Manning, NIPS 2014<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
:Learning distributed representation for structured output prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
:: Vivek Srikumar, Christopher D. Manning, NIPS, 2014<br />
<br />
:Grammar as a Foreign Language<br />
::Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton, arXiv:1412.7449v1 (under review for <br />
<br />
<br />
<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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 />
<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 />
|}<br />
=== Fall 2014 === <br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| Modeling Biological Processes for Reading Comprehension[http://nlp.stanford.edu/pubs/berant-srikumar-manning-emnlp14.pdf]<br />
| Jonathan Berant et al.<br />
| EMNLP 2014<br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
| colspan=3 style="text-align:left;"| UW/MS Symposium in Computational Linguistics<br />
|Time: 3:30-5PM<br />
|Location: Miller 301 at UW <br />
|-<br />
| 11/21/14<br />
| Low-Rank Tensors for Scoring Dependency Structures[http://people.csail.mit.edu/taolei/papers/acl2014.pdf]<br />
| Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, and Tommi Jaakkola<br />
| ACL 2014<br />
| Yoav<br />
| <br />
|-<br />
| 11/28/14<br />
| colspan=5 style="text-align:left;"| Thanksgiving<br />
|-<br />
| 12/5/14 <br />
| What are you talking about? Text-to-Image Coreference[http://ttic.uchicago.edu/~mbansal/papers/cvpr14_textImageCoref.pdf]<br />
| Chen Kong et al<br />
| CVPR14<br />
| Fitz + Hannah<br />
|<br />
|-<br />
|}</div>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10243
LIL Reading Group
2015-03-03T04:16:15Z
<p>Eunsol: /* Winter 2015 */</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 />
== Winter 2015 ==<br />
'''When: 11:00AM Thursday''' <br />
<br />
'''Where: CSE 303'''<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: eunsol@cs<br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 1/15/15<br />
| Conditional Random Field Autoencoders for Unsupervised Structured Prediction[http://arxiv.org/pdf/1411.1147v2.pdf]<br />
| Waleed Ammar, Chris Dyer, Noah Smith<br />
| NIPS 2014<br />
| Kenton<br />
| <br />
|-<br />
| 1/22/15<br />
| Learning Distributed Representations for Structured Output Prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
| Vivek Srikumar, Christopher Manning<br />
| NIPS 2014<br />
| Sameer<br />
| <br />
|-<br />
| 1/29/15<br />
| Grammar as a foreign language[http://arxiv.org/pdf/1412.7449v1.pdf]<br />
| Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton<br />
| in submission- ICLR<br />
| Mark<br />
| <br />
|-<br />
| 2/5/15<br />
| Brighter than Gold: Figurative Language in User Generated Comparisons[http://vene.ro/figurative-comparisons/niculae14comparisons.pdf]<br />
| Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
| EMNLP2014<br />
| Leila<br />
| <br />
|-<br />
|2/12/15<br />
| Quizz: Targeted Crowdsourcing with a Billion (Potential) Users[http://static.googleusercontent.com/media/research.google.com/en/us/pubs/archive/42022.pdf]<br />
| Panagiotis G. Ipeirotis and Evgeniy Gabrilovich<br />
| WWW14<br />
| Luheng<br />
| <br />
|-<br />
|2/19/15<br />
| Structured Learning for Taxonomy Induction with Belief Propagation[http://ttic.uchicago.edu/~mbansal/papers/acl14_structuredTaxonomy.pdf]<br />
| Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein<br />
| ACL14<br />
| Xiao<br />
| <br />
|-<br />
|2/27/15<br />
| colspan=5 style="text-align:left;"| No reading group..? ACL deadline<br />
<br />
|-<br />
|3/5/15<br />
| Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment<br />
| Yonatan Belinkov, Tao Lei, Regina Barzilay, Amir Globerson <br />
| TACL14<br />
|Eunsol<br />
| <br />
|-<br />
|3/12/15<br />
| <br />
|<br />
| <br />
|Victoria<br />
| <br />
|-<br />
|3/19/15<br />
| <br />
|<br />
| <br />
|Hannah<br />
| <br />
|-<br />
|3/26/15<br />
| <br />
|<br />
| <br />
|Fitz<br />
| <br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein, ACL 2014, Best Long Paper Honorable Mention<br />
<br />
:Simple Map Inference via Low-Rank Relaxations [http://papers.nips.cc/paper/5261-simple-map-inference-via-low-rank-relaxations.pdf]<br />
::Roy Frostig, Sida I. Wang, Percy Liang, Christopher D. Manning, NIPS 2014<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
:Learning distributed representation for structured output prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
:: Vivek Srikumar, Christopher D. Manning, NIPS, 2014<br />
<br />
:Grammar as a Foreign Language<br />
::Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton, arXiv:1412.7449v1 (under review for <br />
<br />
<br />
<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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 />
<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 />
|}<br />
=== Fall 2014 === <br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| Modeling Biological Processes for Reading Comprehension[http://nlp.stanford.edu/pubs/berant-srikumar-manning-emnlp14.pdf]<br />
| Jonathan Berant et al.<br />
| EMNLP 2014<br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
| colspan=3 style="text-align:left;"| UW/MS Symposium in Computational Linguistics<br />
|Time: 3:30-5PM<br />
|Location: Miller 301 at UW <br />
|-<br />
| 11/21/14<br />
| Low-Rank Tensors for Scoring Dependency Structures[http://people.csail.mit.edu/taolei/papers/acl2014.pdf]<br />
| Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, and Tommi Jaakkola<br />
| ACL 2014<br />
| Yoav<br />
| <br />
|-<br />
| 11/28/14<br />
| colspan=5 style="text-align:left;"| Thanksgiving<br />
|-<br />
| 12/5/14 <br />
| What are you talking about? Text-to-Image Coreference[http://ttic.uchicago.edu/~mbansal/papers/cvpr14_textImageCoref.pdf]<br />
| Chen Kong et al<br />
| CVPR14<br />
| Fitz + Hannah<br />
|<br />
|-<br />
|}</div>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10242
LIL Reading Group
2015-02-16T07:25:59Z
<p>Eunsol: /* Winter 2015 */</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 />
== Winter 2015 ==<br />
'''When: 11:00AM Thursday''' <br />
<br />
'''Where: CSE 303'''<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: eunsol@cs<br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 1/15/15<br />
| Conditional Random Field Autoencoders for Unsupervised Structured Prediction[http://arxiv.org/pdf/1411.1147v2.pdf]<br />
| Waleed Ammar, Chris Dyer, Noah Smith<br />
| NIPS 2014<br />
| Kenton<br />
| <br />
|-<br />
| 1/22/15<br />
| Learning Distributed Representations for Structured Output Prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
| Vivek Srikumar, Christopher Manning<br />
| NIPS 2014<br />
|Sameer<br />
| <br />
|-<br />
| 1/29/15<br />
| Grammar as a foreign language[http://arxiv.org/pdf/1412.7449v1.pdf]<br />
| Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton<br />
| in submission- ICLR<br />
|Mark<br />
| <br />
|-<br />
| 2/5/15<br />
| Brighter than Gold: Figurative Language in User Generated Comparisons[http://vene.ro/figurative-comparisons/niculae14comparisons.pdf]<br />
| Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
| EMNLP2014<br />
|Leila<br />
| <br />
|-<br />
|2/12/15<br />
| Quizz: Targeted Crowdsourcing with a Billion (Potential) Users[http://static.googleusercontent.com/media/research.google.com/en/us/pubs/archive/42022.pdf]<br />
| Panagiotis G. Ipeirotis and Evgeniy Gabrilovich<br />
| WWW14<br />
|Luheng<br />
| <br />
|-<br />
|2/19/15<br />
| Structured Learning for Taxonomy Induction with Belief Propagation[http://ttic.uchicago.edu/~mbansal/papers/acl14_structuredTaxonomy.pdf]<br />
| Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein<br />
| ACL14<br />
|Xiao<br />
| <br />
|-<br />
|2/27/15<br />
| colspan=5 style="text-align:left;"| No reading group..? ACL deadline<br />
<br />
|-<br />
|3/5/15<br />
| <br />
|<br />
| <br />
|Eunsol<br />
| <br />
|-<br />
|3/12/15<br />
| <br />
|<br />
| <br />
|Victoria<br />
| <br />
|-<br />
|3/19/15<br />
| <br />
|<br />
| <br />
|Hannah<br />
| <br />
|-<br />
|3/26/15<br />
| <br />
|<br />
| <br />
|Fitz<br />
| <br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein, ACL 2014, Best Long Paper Honorable Mention<br />
<br />
:Simple Map Inference via Low-Rank Relaxations [http://papers.nips.cc/paper/5261-simple-map-inference-via-low-rank-relaxations.pdf]<br />
::Roy Frostig, Sida I. Wang, Percy Liang, Christopher D. Manning, NIPS 2014<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
:Learning distributed representation for structured output prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
:: Vivek Srikumar, Christopher D. Manning, NIPS, 2014<br />
<br />
:Grammar as a Foreign Language<br />
::Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton, arXiv:1412.7449v1 (under review for <br />
<br />
<br />
<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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 />
<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 />
|}<br />
=== Fall 2014 === <br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| Modeling Biological Processes for Reading Comprehension[http://nlp.stanford.edu/pubs/berant-srikumar-manning-emnlp14.pdf]<br />
| Jonathan Berant et al.<br />
| EMNLP 2014<br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
| colspan=3 style="text-align:left;"| UW/MS Symposium in Computational Linguistics<br />
|Time: 3:30-5PM<br />
|Location: Miller 301 at UW <br />
|-<br />
| 11/21/14<br />
| Low-Rank Tensors for Scoring Dependency Structures[http://people.csail.mit.edu/taolei/papers/acl2014.pdf]<br />
| Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, and Tommi Jaakkola<br />
| ACL 2014<br />
| Yoav<br />
| <br />
|-<br />
| 11/28/14<br />
| colspan=5 style="text-align:left;"| Thanksgiving<br />
|-<br />
| 12/5/14 <br />
| What are you talking about? Text-to-Image Coreference[http://ttic.uchicago.edu/~mbansal/papers/cvpr14_textImageCoref.pdf]<br />
| Chen Kong et al<br />
| CVPR14<br />
| Fitz + Hannah<br />
|<br />
|-<br />
|}</div>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10240
LIL Reading Group
2015-02-02T21:43:51Z
<p>Eunsol: /* Winter 2015 */</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 />
== Winter 2015 ==<br />
'''When: 11:00AM Thursday''' <br />
<br />
'''Where: CSE 303'''<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: eunsol@cs<br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 1/15/15<br />
| Conditional Random Field Autoencoders for Unsupervised Structured Prediction[http://arxiv.org/pdf/1411.1147v2.pdf]<br />
| Waleed Ammar, Chris Dyer, Noah Smith<br />
| NIPS 2014<br />
| Kenton<br />
| <br />
|-<br />
| 1/22/15<br />
| Learning Distributed Representations for Structured Output Prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
| Vivek Srikumar, Christopher Manning<br />
| NIPS 2014<br />
|Sameer<br />
| <br />
|-<br />
| 1/29/15<br />
| Grammar as a foreign language[http://arxiv.org/pdf/1412.7449v1.pdf]<br />
| Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton<br />
| in submission- ICLR<br />
|Mark<br />
| <br />
|-<br />
| 2/5/15<br />
| Brighter than Gold: Figurative Language in User Generated Comparisons[http://vene.ro/figurative-comparisons/niculae14comparisons.pdf]<br />
| Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
| EMNLP2014<br />
|Leila<br />
| <br />
|-<br />
|2/12/15<br />
| <br />
|<br />
| <br />
|Luheng<br />
| <br />
|-<br />
|2/19/15<br />
| <br />
|<br />
| <br />
|Xiao<br />
| <br />
|-<br />
|2/27/15<br />
| colspan=5 style="text-align:left;"| No reading group..? ACL deadline<br />
<br />
|-<br />
|3/5/15<br />
| <br />
|<br />
| <br />
|Eunsol<br />
| <br />
|-<br />
|3/12/15<br />
| <br />
|<br />
| <br />
|Victoria<br />
| <br />
|-<br />
|3/19/15<br />
| <br />
|<br />
| <br />
|Hannah<br />
| <br />
|-<br />
|3/26/15<br />
| <br />
|<br />
| <br />
|Fitz<br />
| <br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein, ACL 2014, Best Long Paper Honorable Mention<br />
<br />
:Simple Map Inference via Low-Rank Relaxations [http://papers.nips.cc/paper/5261-simple-map-inference-via-low-rank-relaxations.pdf]<br />
::Roy Frostig, Sida I. Wang, Percy Liang, Christopher D. Manning, NIPS 2014<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
:Learning distributed representation for structured output prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
:: Vivek Srikumar, Christopher D. Manning, NIPS, 2014<br />
<br />
:Grammar as a Foreign Language<br />
::Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton, arXiv:1412.7449v1 (under review for <br />
<br />
<br />
<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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 />
<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 />
|}<br />
=== Fall 2014 === <br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| Modeling Biological Processes for Reading Comprehension[http://nlp.stanford.edu/pubs/berant-srikumar-manning-emnlp14.pdf]<br />
| Jonathan Berant et al.<br />
| EMNLP 2014<br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
| colspan=3 style="text-align:left;"| UW/MS Symposium in Computational Linguistics<br />
|Time: 3:30-5PM<br />
|Location: Miller 301 at UW <br />
|-<br />
| 11/21/14<br />
| Low-Rank Tensors for Scoring Dependency Structures[http://people.csail.mit.edu/taolei/papers/acl2014.pdf]<br />
| Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, and Tommi Jaakkola<br />
| ACL 2014<br />
| Yoav<br />
| <br />
|-<br />
| 11/28/14<br />
| colspan=5 style="text-align:left;"| Thanksgiving<br />
|-<br />
| 12/5/14 <br />
| What are you talking about? Text-to-Image Coreference[http://ttic.uchicago.edu/~mbansal/papers/cvpr14_textImageCoref.pdf]<br />
| Chen Kong et al<br />
| CVPR14<br />
| Fitz + Hannah<br />
|<br />
|-<br />
|}</div>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10239
LIL Reading Group
2015-02-02T06:23:19Z
<p>Eunsol: /* Winter 2015 */</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 />
== Winter 2015 ==<br />
'''When: 11:00AM Thursday''' <br />
<br />
'''Where: CSE 303'''<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: eunsol@cs<br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 1/15/15<br />
| Conditional Random Field Autoencoders for Unsupervised Structured Prediction[http://arxiv.org/pdf/1411.1147v2.pdf]<br />
| Waleed Ammar, Chris Dyer, Noah Smith<br />
| NIPS 2014<br />
| Kenton<br />
| <br />
|-<br />
| 1/22/15<br />
| Learning Distributed Representations for Structured Output Prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
| Vivek Srikumar, Christopher Manning<br />
| NIPS 2014<br />
|Sameer<br />
| <br />
|-<br />
| 1/29/15<br />
| Grammar as a foreign language[http://arxiv.org/pdf/1412.7449v1.pdf]<br />
| Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton<br />
| in submission- ICLR<br />
|Mark<br />
| <br />
|-<br />
| 2/5/15<br />
| <br />
|<br />
| <br />
|Leila<br />
| <br />
|-<br />
|2/12/15<br />
| <br />
|<br />
| <br />
|Luheng<br />
| <br />
|-<br />
|2/19/15<br />
| <br />
|<br />
| <br />
|Xiao<br />
| <br />
|-<br />
|2/27/15<br />
| colspan=5 style="text-align:left;"| No reading group..? ACL deadline<br />
<br />
|-<br />
|3/5/15<br />
| <br />
|<br />
| <br />
|Eunsol<br />
| <br />
|-<br />
|3/12/15<br />
| <br />
|<br />
| <br />
|Victoria<br />
| <br />
|-<br />
|3/19/15<br />
| <br />
|<br />
| <br />
|Hannah<br />
| <br />
|-<br />
|3/26/15<br />
| <br />
|<br />
| <br />
|Fitz<br />
| <br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein, ACL 2014, Best Long Paper Honorable Mention<br />
<br />
:Simple Map Inference via Low-Rank Relaxations [http://papers.nips.cc/paper/5261-simple-map-inference-via-low-rank-relaxations.pdf]<br />
::Roy Frostig, Sida I. Wang, Percy Liang, Christopher D. Manning, NIPS 2014<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
:Learning distributed representation for structured output prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
:: Vivek Srikumar, Christopher D. Manning, NIPS, 2014<br />
<br />
:Grammar as a Foreign Language<br />
::Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton, arXiv:1412.7449v1 (under review for <br />
<br />
<br />
<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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 />
<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 />
|}<br />
=== Fall 2014 === <br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| Modeling Biological Processes for Reading Comprehension[http://nlp.stanford.edu/pubs/berant-srikumar-manning-emnlp14.pdf]<br />
| Jonathan Berant et al.<br />
| EMNLP 2014<br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
| colspan=3 style="text-align:left;"| UW/MS Symposium in Computational Linguistics<br />
|Time: 3:30-5PM<br />
|Location: Miller 301 at UW <br />
|-<br />
| 11/21/14<br />
| Low-Rank Tensors for Scoring Dependency Structures[http://people.csail.mit.edu/taolei/papers/acl2014.pdf]<br />
| Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, and Tommi Jaakkola<br />
| ACL 2014<br />
| Yoav<br />
| <br />
|-<br />
| 11/28/14<br />
| colspan=5 style="text-align:left;"| Thanksgiving<br />
|-<br />
| 12/5/14 <br />
| What are you talking about? Text-to-Image Coreference[http://ttic.uchicago.edu/~mbansal/papers/cvpr14_textImageCoref.pdf]<br />
| Chen Kong et al<br />
| CVPR14<br />
| Fitz + Hannah<br />
|<br />
|-<br />
|}</div>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10238
LIL Reading Group
2015-01-19T02:35:31Z
<p>Eunsol: /* Winter 2015 */</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 />
== Winter 2015 ==<br />
'''When: 11:00AM Thursday''' <br />
<br />
'''Where: CSE 303'''<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: eunsol@cs<br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 1/15/15<br />
| Conditional Random Field Autoencoders for Unsupervised Structured Prediction[http://arxiv.org/pdf/1411.1147v2.pdf]<br />
| Waleed Ammar, Chris Dyer, Noah Smith<br />
| NIPS 2014<br />
| Kenton<br />
| <br />
|-<br />
| 1/22/15<br />
| Learning Distributed Representations for Structured Output Prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
| Vivek Srikumar, Christopher Manning<br />
| NIPS 2014<br />
|Sameer<br />
| <br />
|-<br />
| 1/29/15<br />
| <br />
|<br />
| <br />
|Mark<br />
| <br />
|-<br />
| 2/5/15<br />
| <br />
|<br />
| <br />
|Leila<br />
| <br />
|-<br />
|2/12/15<br />
| <br />
|<br />
| <br />
|Luheng<br />
| <br />
|-<br />
|2/19/15<br />
| <br />
|<br />
| <br />
|Xiao<br />
| <br />
|-<br />
|2/27/15<br />
| colspan=5 style="text-align:left;"| No reading group..? ACL deadline<br />
<br />
|-<br />
|3/5/15<br />
| <br />
|<br />
| <br />
|Eunsol<br />
| <br />
|-<br />
|3/12/15<br />
| <br />
|<br />
| <br />
|Victoria<br />
| <br />
|-<br />
|3/19/15<br />
| <br />
|<br />
| <br />
|Hannah<br />
| <br />
|-<br />
|3/26/15<br />
| <br />
|<br />
| <br />
|Fitz<br />
| <br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein, ACL 2014, Best Long Paper Honorable Mention<br />
<br />
:Simple Map Inference via Low-Rank Relaxations [http://papers.nips.cc/paper/5261-simple-map-inference-via-low-rank-relaxations.pdf]<br />
::Roy Frostig, Sida I. Wang, Percy Liang, Christopher D. Manning, NIPS 2014<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
:Learning distributed representation for structured output prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
:: Vivek Srikumar, Christopher D. Manning, NIPS, 2014<br />
<br />
:Grammar as a Foreign Language<br />
::Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton, arXiv:1412.7449v1 (under review for <br />
<br />
<br />
<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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 />
<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 />
|}<br />
=== Fall 2014 === <br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| Modeling Biological Processes for Reading Comprehension[http://nlp.stanford.edu/pubs/berant-srikumar-manning-emnlp14.pdf]<br />
| Jonathan Berant et al.<br />
| EMNLP 2014<br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
| colspan=3 style="text-align:left;"| UW/MS Symposium in Computational Linguistics<br />
|Time: 3:30-5PM<br />
|Location: Miller 301 at UW <br />
|-<br />
| 11/21/14<br />
| Low-Rank Tensors for Scoring Dependency Structures[http://people.csail.mit.edu/taolei/papers/acl2014.pdf]<br />
| Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, and Tommi Jaakkola<br />
| ACL 2014<br />
| Yoav<br />
| <br />
|-<br />
| 11/28/14<br />
| colspan=5 style="text-align:left;"| Thanksgiving<br />
|-<br />
| 12/5/14 <br />
| What are you talking about? Text-to-Image Coreference[http://ttic.uchicago.edu/~mbansal/papers/cvpr14_textImageCoref.pdf]<br />
| Chen Kong et al<br />
| CVPR14<br />
| Fitz + Hannah<br />
|<br />
|-<br />
|}</div>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10237
LIL Reading Group
2015-01-12T00:32:54Z
<p>Eunsol: /* Winter 2015 */</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 />
== Winter 2015 ==<br />
'''When: 11:00AM Thursday''' <br />
<br />
'''Where: CSE 303'''<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: eunsol@cs<br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 1/15/15<br />
| Conditional Random Field Autoencoders for Unsupervised Structured Prediction[http://arxiv.org/pdf/1411.1147v2.pdf]<br />
| Waleed Ammar, Chris Dyer, Noah Smith<br />
| NIPS 2014<br />
| Kenton<br />
| <br />
|-<br />
| 1/22/15<br />
| <br />
|<br />
| <br />
|Sameer<br />
| <br />
|-<br />
| 1/29/15<br />
| <br />
|<br />
| <br />
|Mark<br />
| <br />
|-<br />
| 2/5/15<br />
| <br />
|<br />
| <br />
|Leila<br />
| <br />
|-<br />
|2/12/15<br />
| <br />
|<br />
| <br />
|Luheng<br />
| <br />
|-<br />
|2/19/15<br />
| <br />
|<br />
| <br />
|Xiao<br />
| <br />
|-<br />
|2/27/15<br />
| colspan=5 style="text-align:left;"| No reading group..? ACL deadline<br />
<br />
|-<br />
|3/5/15<br />
| <br />
|<br />
| <br />
|Eunsol<br />
| <br />
|-<br />
|3/12/15<br />
| <br />
|<br />
| <br />
|Victoria<br />
| <br />
|-<br />
|3/19/15<br />
| <br />
|<br />
| <br />
|Hannah<br />
| <br />
|-<br />
|3/26/15<br />
| <br />
|<br />
| <br />
|Fitz<br />
| <br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein, ACL 2014, Best Long Paper Honorable Mention<br />
<br />
:Simple Map Inference via Low-Rank Relaxations [http://papers.nips.cc/paper/5261-simple-map-inference-via-low-rank-relaxations.pdf]<br />
::Roy Frostig, Sida I. Wang, Percy Liang, Christopher D. Manning, NIPS 2014<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
:Learning distributed representation for structured output prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
:: Vivek Srikumar, Christopher D. Manning, NIPS, 2014<br />
<br />
:Grammar as a Foreign Language<br />
::Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton, arXiv:1412.7449v1 (under review for <br />
<br />
<br />
<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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 />
<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 />
|}<br />
=== Fall 2014 === <br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| Modeling Biological Processes for Reading Comprehension[http://nlp.stanford.edu/pubs/berant-srikumar-manning-emnlp14.pdf]<br />
| Jonathan Berant et al.<br />
| EMNLP 2014<br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
| colspan=3 style="text-align:left;"| UW/MS Symposium in Computational Linguistics<br />
|Time: 3:30-5PM<br />
|Location: Miller 301 at UW <br />
|-<br />
| 11/21/14<br />
| Low-Rank Tensors for Scoring Dependency Structures[http://people.csail.mit.edu/taolei/papers/acl2014.pdf]<br />
| Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, and Tommi Jaakkola<br />
| ACL 2014<br />
| Yoav<br />
| <br />
|-<br />
| 11/28/14<br />
| colspan=5 style="text-align:left;"| Thanksgiving<br />
|-<br />
| 12/5/14 <br />
| What are you talking about? Text-to-Image Coreference[http://ttic.uchicago.edu/~mbansal/papers/cvpr14_textImageCoref.pdf]<br />
| Chen Kong et al<br />
| CVPR14<br />
| Fitz + Hannah<br />
|<br />
|-<br />
|}</div>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10236
LIL Reading Group
2015-01-09T20:49:54Z
<p>Eunsol: /* Winter 2015 */</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 />
== Winter 2015 ==<br />
'''When: 11:00AM Thursday''' <br />
<br />
'''Where: CSE 303'''<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: eunsol@cs<br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 1/15/15<br />
| <br />
|<br />
| <br />
|Kenton<br />
| <br />
|-<br />
| 1/22/15<br />
| <br />
|<br />
| <br />
|Sameer<br />
| <br />
|-<br />
| 1/29/15<br />
| <br />
|<br />
| <br />
|Mark<br />
| <br />
|-<br />
| 2/5/15<br />
| <br />
|<br />
| <br />
|Leila<br />
| <br />
|-<br />
|2/12/15<br />
| <br />
|<br />
| <br />
|Luheng<br />
| <br />
|-<br />
|2/19/15<br />
| <br />
|<br />
| <br />
|Xiao<br />
| <br />
|-<br />
|2/27/15<br />
| colspan=5 style="text-align:left;"| No reading group..? ACL deadline<br />
<br />
|-<br />
|3/5/15<br />
| <br />
|<br />
| <br />
|Eunsol<br />
| <br />
|-<br />
|3/12/15<br />
| <br />
|<br />
| <br />
|Victoria<br />
| <br />
|-<br />
|3/19/15<br />
| <br />
|<br />
| <br />
|Hannah<br />
| <br />
|-<br />
|3/26/15<br />
| <br />
|<br />
| <br />
|Fitz<br />
| <br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein, ACL 2014, Best Long Paper Honorable Mention<br />
<br />
:Simple Map Inference via Low-Rank Relaxations [http://papers.nips.cc/paper/5261-simple-map-inference-via-low-rank-relaxations.pdf]<br />
::Roy Frostig, Sida I. Wang, Percy Liang, Christopher D. Manning, NIPS 2014<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
:Learning distributed representation for structured output prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
:: Vivek Srikumar, Christopher D. Manning, NIPS, 2014<br />
<br />
:Grammar as a Foreign Language<br />
::Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton, arXiv:1412.7449v1 (under review for <br />
<br />
<br />
<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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 />
<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 />
|}<br />
=== Fall 2014 === <br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| Modeling Biological Processes for Reading Comprehension[http://nlp.stanford.edu/pubs/berant-srikumar-manning-emnlp14.pdf]<br />
| Jonathan Berant et al.<br />
| EMNLP 2014<br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
| colspan=3 style="text-align:left;"| UW/MS Symposium in Computational Linguistics<br />
|Time: 3:30-5PM<br />
|Location: Miller 301 at UW <br />
|-<br />
| 11/21/14<br />
| Low-Rank Tensors for Scoring Dependency Structures[http://people.csail.mit.edu/taolei/papers/acl2014.pdf]<br />
| Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, and Tommi Jaakkola<br />
| ACL 2014<br />
| Yoav<br />
| <br />
|-<br />
| 11/28/14<br />
| colspan=5 style="text-align:left;"| Thanksgiving<br />
|-<br />
| 12/5/14 <br />
| What are you talking about? Text-to-Image Coreference[http://ttic.uchicago.edu/~mbansal/papers/cvpr14_textImageCoref.pdf]<br />
| Chen Kong et al<br />
| CVPR14<br />
| Fitz + Hannah<br />
|<br />
|-<br />
|}</div>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10235
LIL Reading Group
2015-01-09T20:49:40Z
<p>Eunsol: /* Winter 2015 */</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 />
== Winter 2015 ==<br />
'''When: 11:00AM Thursday''' <br />
<br />
'''Where: CSE 303'''<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: eunsol@cs<br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 1/15/15<br />
| <br />
|<br />
| <br />
|Kenton<br />
| <br />
|-<br />
| 1/22/15<br />
| <br />
|<br />
| <br />
|Sameer<br />
| <br />
|-<br />
| 1/29/15<br />
| <br />
|<br />
| <br />
|Mark<br />
| <br />
|-<br />
| 2/5/15<br />
| <br />
|<br />
| <br />
|Leila<br />
| <br />
|-<br />
|2/12/15<br />
| <br />
|<br />
| <br />
|Luheng<br />
| <br />
|-<br />
|2/19/15<br />
| <br />
|<br />
| <br />
|Xiao<br />
| <br />
|-<br />
|2/27/15<br />
| colspan=5 style="text-align:left;"| No reading group..? ACL deadline<br />
| <br />
|-<br />
|3/5/15<br />
| <br />
|<br />
| <br />
|Eunsol<br />
| <br />
|-<br />
|3/12/15<br />
| <br />
|<br />
| <br />
|Victoria<br />
| <br />
|-<br />
|3/19/15<br />
| <br />
|<br />
| <br />
|Hannah<br />
| <br />
|-<br />
|3/26/15<br />
| <br />
|<br />
| <br />
|Fitz<br />
| <br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein, ACL 2014, Best Long Paper Honorable Mention<br />
<br />
:Simple Map Inference via Low-Rank Relaxations [http://papers.nips.cc/paper/5261-simple-map-inference-via-low-rank-relaxations.pdf]<br />
::Roy Frostig, Sida I. Wang, Percy Liang, Christopher D. Manning, NIPS 2014<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
:Learning distributed representation for structured output prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
:: Vivek Srikumar, Christopher D. Manning, NIPS, 2014<br />
<br />
:Grammar as a Foreign Language<br />
::Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton, arXiv:1412.7449v1 (under review for <br />
<br />
<br />
<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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 />
<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 />
|}<br />
=== Fall 2014 === <br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| Modeling Biological Processes for Reading Comprehension[http://nlp.stanford.edu/pubs/berant-srikumar-manning-emnlp14.pdf]<br />
| Jonathan Berant et al.<br />
| EMNLP 2014<br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
| colspan=3 style="text-align:left;"| UW/MS Symposium in Computational Linguistics<br />
|Time: 3:30-5PM<br />
|Location: Miller 301 at UW <br />
|-<br />
| 11/21/14<br />
| Low-Rank Tensors for Scoring Dependency Structures[http://people.csail.mit.edu/taolei/papers/acl2014.pdf]<br />
| Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, and Tommi Jaakkola<br />
| ACL 2014<br />
| Yoav<br />
| <br />
|-<br />
| 11/28/14<br />
| colspan=5 style="text-align:left;"| Thanksgiving<br />
|-<br />
| 12/5/14 <br />
| What are you talking about? Text-to-Image Coreference[http://ttic.uchicago.edu/~mbansal/papers/cvpr14_textImageCoref.pdf]<br />
| Chen Kong et al<br />
| CVPR14<br />
| Fitz + Hannah<br />
|<br />
|-<br />
|}</div>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10234
LIL Reading Group
2015-01-09T20:48:49Z
<p>Eunsol: </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 />
== Winter 2015 ==<br />
'''When: 11:00AM Thursday''' <br />
<br />
'''Where: CSE 303'''<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: eunsol@cs<br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 1/15/15<br />
| <br />
|<br />
| <br />
|Kenton<br />
| <br />
|-<br />
| 1/22/15<br />
| <br />
|<br />
| <br />
|Sameer<br />
| <br />
|-<br />
| 1/29/15<br />
| <br />
|<br />
| <br />
|Mark<br />
| <br />
|-<br />
| 2/5/15<br />
| <br />
|<br />
| <br />
|Leila<br />
| <br />
|-<br />
|2/12/15<br />
| <br />
|<br />
| <br />
|Luheng<br />
| <br />
|-<br />
|2/19/15<br />
| <br />
|<br />
| <br />
|Xiao<br />
| <br />
|-<br />
|2/27/15<br />
| <br />
|<br />
| <br />
|No reading group..? day after ACL deadline<br />
| <br />
|-<br />
|3/5/15<br />
| <br />
|<br />
| <br />
|Eunsol<br />
| <br />
|-<br />
|3/12/15<br />
| <br />
|<br />
| <br />
|Victoria<br />
| <br />
|-<br />
|3/19/15<br />
| <br />
|<br />
| <br />
|Hannah<br />
| <br />
|-<br />
|3/26/15<br />
| <br />
|<br />
| <br />
|Fitz<br />
| <br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein, ACL 2014, Best Long Paper Honorable Mention<br />
<br />
:Simple Map Inference via Low-Rank Relaxations [http://papers.nips.cc/paper/5261-simple-map-inference-via-low-rank-relaxations.pdf]<br />
::Roy Frostig, Sida I. Wang, Percy Liang, Christopher D. Manning, NIPS 2014<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
:Learning distributed representation for structured output prediction [http://papers.nips.cc/paper/5323-learning-distributed-representations-for-structured-output-prediction.pdf]<br />
:: Vivek Srikumar, Christopher D. Manning, NIPS, 2014<br />
<br />
:Grammar as a Foreign Language<br />
::Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton, arXiv:1412.7449v1 (under review for <br />
<br />
<br />
<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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 />
<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 />
|}<br />
=== Fall 2014 === <br />
<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| Modeling Biological Processes for Reading Comprehension[http://nlp.stanford.edu/pubs/berant-srikumar-manning-emnlp14.pdf]<br />
| Jonathan Berant et al.<br />
| EMNLP 2014<br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
| colspan=3 style="text-align:left;"| UW/MS Symposium in Computational Linguistics<br />
|Time: 3:30-5PM<br />
|Location: Miller 301 at UW <br />
|-<br />
| 11/21/14<br />
| Low-Rank Tensors for Scoring Dependency Structures[http://people.csail.mit.edu/taolei/papers/acl2014.pdf]<br />
| Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, and Tommi Jaakkola<br />
| ACL 2014<br />
| Yoav<br />
| <br />
|-<br />
| 11/28/14<br />
| colspan=5 style="text-align:left;"| Thanksgiving<br />
|-<br />
| 12/5/14 <br />
| What are you talking about? Text-to-Image Coreference[http://ttic.uchicago.edu/~mbansal/papers/cvpr14_textImageCoref.pdf]<br />
| Chen Kong et al<br />
| CVPR14<br />
| Fitz + Hannah<br />
|<br />
|-<br />
|}</div>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=Holiday_party_2014&diff=10144
Holiday party 2014
2014-11-24T19:45:11Z
<p>Eunsol: /* Appetizers */</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 />
'''8:00''': 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 />
# <br />
# <br />
# <br />
# <br />
# <br />
# <br />
# <br />
#<br />
#<br />
#<br />
<br />
=== Main Courses ===<br />
# <br />
# <br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
<br />
=== Side Dishes ===<br />
# <br />
# <br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
<br />
=== Desserts ===<br />
# <br />
# <br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
<br />
== After Party ==<br />
<br />
Hosted by: ??</div>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=Holiday_party_2014&diff=10143
Holiday party 2014
2014-11-24T19:45:01Z
<p>Eunsol: /* Side Dishes */</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 />
'''8:00''': 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 />
# <br />
# <br />
# <br />
# <br />
# <br />
# <br />
# <br />
# <br />
<br />
=== Main Courses ===<br />
# <br />
# <br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
<br />
=== Side Dishes ===<br />
# <br />
# <br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
<br />
=== Desserts ===<br />
# <br />
# <br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
<br />
== After Party ==<br />
<br />
Hosted by: ??</div>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=Holiday_party_2014&diff=10142
Holiday party 2014
2014-11-24T19:44:53Z
<p>Eunsol: /* 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 />
'''8:00''': 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 />
# <br />
# <br />
# <br />
# <br />
# <br />
# <br />
# <br />
# <br />
<br />
=== Main Courses ===<br />
# <br />
# <br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
<br />
=== Side Dishes ===<br />
# <br />
# <br />
#<br />
#<br />
#<br />
#<br />
<br />
=== Desserts ===<br />
# <br />
# <br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
<br />
== After Party ==<br />
<br />
Hosted by: ??</div>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=Holiday_party_2014&diff=10141
Holiday party 2014
2014-11-24T19:44:45Z
<p>Eunsol: /* Main Courses */</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 />
'''8:00''': 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 />
# <br />
# <br />
# <br />
# <br />
# <br />
# <br />
# <br />
# <br />
<br />
=== Main Courses ===<br />
# <br />
# <br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
#<br />
<br />
=== Side Dishes ===<br />
# <br />
# <br />
#<br />
#<br />
#<br />
#<br />
<br />
=== Desserts ===<br />
# <br />
# <br />
#<br />
#<br />
#<br />
#<br />
<br />
== After Party ==<br />
<br />
Hosted by: ??</div>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10140
LIL Reading Group
2014-11-18T02:53:16Z
<p>Eunsol: /* Fall 2014 */</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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| Modeling Biological Processes for Reading Comprehension[http://nlp.stanford.edu/pubs/berant-srikumar-manning-emnlp14.pdf]<br />
| Jonathan Berant et al.<br />
| EMNLP 2014<br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
| colspan=3 style="text-align:left;"| UW/MS Symposium in Computational Linguistics<br />
|Time: 3:30-5PM<br />
|Location: Miller 301 at UW <br />
|-<br />
| 11/21/14<br />
| Low-Rank Tensors for Scoring Dependency Structures[http://people.csail.mit.edu/taolei/papers/acl2014.pdf]<br />
| Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, and Tommi Jaakkola<br />
| ACL 2014<br />
| Yoav<br />
| <br />
|-<br />
| 11/28/14<br />
| colspan=5 style="text-align:left;"| Thanksgiving<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Fitz + Hannah<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein,ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10139
LIL Reading Group
2014-11-18T02:52:53Z
<p>Eunsol: /* Fall 2014 */</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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| Modeling Biological Processes for Reading Comprehension[http://nlp.stanford.edu/pubs/berant-srikumar-manning-emnlp14.pdf]<br />
| Jonathan Berant et al.<br />
| EMNLP 2014<br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
| colspan=2 style="text-align:left;"| UW/MS Symposium in Computational Linguistics<br />
|Time: 3:30-5PM<br />
|Location: Miller 301 at UW <br />
|-<br />
| 11/21/14<br />
| Low-Rank Tensors for Scoring Dependency Structures[http://people.csail.mit.edu/taolei/papers/acl2014.pdf]<br />
| Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, and Tommi Jaakkola<br />
| ACL 2014<br />
| Yoav<br />
| <br />
|-<br />
| 11/28/14<br />
| colspan=5 style="text-align:left;"| Thanksgiving<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Fitz + Hannah<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein,ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10138
LIL Reading Group
2014-11-18T02:52:28Z
<p>Eunsol: /* Fall 2014 */</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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| Modeling Biological Processes for Reading Comprehension<br />
| Jonathan Berant et al.<br />
| EMNLP 2014<br />
| Xiao + Kenton<br />
| http://nlp.stanford.edu/pubs/berant-srikumar-manning-emnlp14.pdf<br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
| colspan=2 style="text-align:left;"| UW/MS Symposium in Computational Linguistics<br />
|Time: 3:30-5PM<br />
|Location: Miller 301 at UW <br />
|-<br />
| 11/21/14<br />
| Low-Rank Tensors for Scoring Dependency Structures[http://people.csail.mit.edu/taolei/papers/acl2014.pdf]<br />
| Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, and Tommi Jaakkola<br />
| ACL 2014<br />
| Yoav<br />
| <br />
|-<br />
| 11/28/14<br />
| colspan=5 style="text-align:left;"| Thanksgiving<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Fitz + Hannah<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein,ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10137
LIL Reading Group
2014-11-18T02:51:46Z
<p>Eunsol: /* Fall 2014 */</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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| Modeling Biological Processes for Reading Comprehension<br />
| Jonathan Berant et al.<br />
| EMNLP 2014<br />
| Xiao + Kenton<br />
| http://nlp.stanford.edu/pubs/berant-srikumar-manning-emnlp14.pdf<br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
| colspan=2 style="text-align:left;"| UW/MS Symposium in Computational Linguistics<br />
|Time: 3:30-5PM<br />
|Location: Miller 301 at UW <br />
|-<br />
| 11/21/14<br />
| Low-Rank Tensors for Scoring Dependency Structures<br />
| ACL 2014<br />
| http://people.csail.mit.edu/taolei/papers/acl2014.pdf<br />
| Yoav<br />
| <br />
|-<br />
| 11/28/14<br />
| colspan=5 style="text-align:left;"| Thanksgiving<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Fitz + Hannah<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein,ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10136
LIL Reading Group
2014-11-09T23:10:00Z
<p>Eunsol: </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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| Modeling Biological Processes for Reading Comprehension<br />
| Jonathan Berant et al.<br />
| EMNLP 2014<br />
| Xiao + Kenton<br />
| http://nlp.stanford.edu/pubs/berant-srikumar-manning-emnlp14.pdf<br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
| colspan=2 style="text-align:left;"| UW/MS Symposium in Computational Linguistics<br />
|Time: 3:30-5PM<br />
|Location: Miller 301 at UW <br />
|-<br />
| 11/21/14<br />
| <br />
|<br />
| <br />
| Fitz + Hannah<br />
| <br />
|-<br />
| 11/28/14<br />
| colspan=5 style="text-align:left;"| Thanksgiving<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Yoav<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein,ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10135
LIL Reading Group
2014-11-09T23:09:39Z
<p>Eunsol: </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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| Modeling Biological Processes for Reading Comprehension<br />
| Jonathan Berant et al.<br />
| EMNLP 2014<br />
| Xiao + Kenton<br />
| http://nlp.stanford.edu/pubs/berant-srikumar-manning-emnlp14.pdf<br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
| colspan=2 style="text-align:left;"| UW/MS Symposium in Computational Linguistics<br />
|Time: 3:30-5PM, Fri 11/14/2014<br />
|Location: Miller 301 at UW <br />
|-<br />
| 11/21/14<br />
| <br />
|<br />
| <br />
| Fitz + Hannah<br />
| <br />
|-<br />
| 11/28/14<br />
| colspan=5 style="text-align:left;"| Thanksgiving<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Yoav<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein,ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=Holiday_party_2014&diff=10134
Holiday party 2014
2014-11-07T01:04:38Z
<p>Eunsol: /* Potluck Sign-Up */</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 />
'''8:00''': 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 />
# <br />
# <br />
# <br />
# <br />
# <br />
# <br />
# <br />
# <br />
<br />
=== Main Courses ===<br />
# <br />
# <br />
#<br />
#<br />
#<br />
#<br />
<br />
=== Side Dishes ===<br />
# <br />
# <br />
#<br />
#<br />
#<br />
#<br />
<br />
=== Desserts ===<br />
# <br />
# <br />
#<br />
#<br />
#<br />
#<br />
<br />
== After Party ==<br />
<br />
Hosted by: ??</div>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=Holiday_party_2014&diff=10133
Holiday party 2014
2014-11-07T01:04:01Z
<p>Eunsol: Created page with "== Info == The annual CSE Holiday Party is coming soon: '''When''': 6:00 PM on Friday, December 5, 2014. '''Where''': CSE Atrium, Paul Allen Center '''What to bring''': F..."</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 />
'''8:00''': 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 />
# <br />
# <br />
# <br />
# <br />
# <br />
<br />
=== Main Courses ===<br />
# <br />
# <br />
#<br />
#<br />
#<br />
#<br />
<br />
=== Side Dishes ===<br />
# <br />
# <br />
#<br />
#<br />
#<br />
#<br />
<br />
=== Desserts ===<br />
# <br />
# <br />
#<br />
#<br />
#<br />
#<br />
<br />
== After Party ==<br />
<br />
Hosted by: ??</div>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10130
LIL Reading Group
2014-10-20T22:36:47Z
<p>Eunsol: /* Fall 2014 */</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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| Linguistic Regularities in Sparse and Explicit Word Representations[http://www.cs.bgu.ac.il/~yoavg/publications/conll2014analogies.pdf]<br />
| Omer Levy, Yoav Goldberg<br />
|CONLL 2014<br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
|<br />
|<br />
| <br />
| Gabe<br />
| <br />
|-<br />
| 11/21/14<br />
| <br />
|<br />
| <br />
| Fitz + Hannah<br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| Victoria + Luheng<br />
|<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Yoav<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein,ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10129
LIL Reading Group
2014-10-09T21:06:35Z
<p>Eunsol: /* Fall 2014 */</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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
|colspan=3 style="text-align:left;"|Invited talk: What happens if I push this button? Learning planning operators from experience<br />
| Kira Mourao<br />
|<br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
|<br />
|<br />
| <br />
| Gabe<br />
| <br />
|-<br />
| 11/21/14<br />
| <br />
|<br />
| <br />
| Fitz + Hannah<br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| Victoria + Luheng<br />
|<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Yoav<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein,ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10128
LIL Reading Group
2014-10-08T23:35:46Z
<p>Eunsol: /* Fall 2014 */</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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| Eunsol + Leila<br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
|<br />
|<br />
| <br />
| Gabe<br />
| <br />
|-<br />
| 11/21/14<br />
| <br />
|<br />
| <br />
| Fitz + Hannah<br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| Victoria + Luheng<br />
|<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Yoav<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein,ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10127
LIL Reading Group
2014-10-08T23:35:20Z
<p>Eunsol: /* Fall 2014 */</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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| Large-Scale Object Classification using Label Relation Graphs[http://web.eecs.umich.edu/~jiadeng/paper/deng2014large.pdf]<br />
| Jia Deng†∗, Nan Ding∗, Yangqing Jia∗, Andrea Frome∗, Kevin Murphy...etc<br />
| ECCV14<br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| Eunsol + Leila<br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
|<br />
|<br />
| <br />
| Gabe<br />
| <br />
|-<br />
| 11/21/14<br />
| <br />
|<br />
| <br />
| Fitz + Hannah<br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| Victoria + Luheng<br />
|<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Yoav<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein,ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10126
LIL Reading Group
2014-10-07T17:26:44Z
<p>Eunsol: /* 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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| <br />
| <br />
| <br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| Eunsol + Leila<br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
|<br />
|<br />
| <br />
| Gabe<br />
| <br />
|-<br />
| 11/21/14<br />
| <br />
|<br />
| <br />
| Fitz + Hannah<br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| Victoria + Luheng<br />
|<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Yoav<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein,ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution<br />
:: Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs<br />
::Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation<br />
:: Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10125
LIL Reading Group
2014-10-07T17:26:17Z
<p>Eunsol: /* 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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| <br />
| <br />
| <br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| Eunsol + Leila<br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
|<br />
|<br />
| <br />
| Gabe<br />
| <br />
|-<br />
| 11/21/14<br />
| <br />
|<br />
| <br />
| Fitz + Hannah<br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| Victoria + Luheng<br />
|<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Yoav<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein,ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors<br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution, Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs, Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation, Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10124
LIL Reading Group
2014-10-07T17:26:03Z
<p>Eunsol: /* 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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| <br />
| <br />
| <br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| Eunsol + Leila<br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
|<br />
|<br />
| <br />
| Gabe<br />
| <br />
|-<br />
| 11/21/14<br />
| <br />
|<br />
| <br />
| Fitz + Hannah<br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| Victoria + Luheng<br />
|<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Yoav<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein,ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors,ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution, Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs, Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation, Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10123
LIL Reading Group
2014-10-07T17:24:50Z
<p>Eunsol: /* 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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| <br />
| <br />
| <br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| Eunsol + Leila<br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
|<br />
|<br />
| <br />
| Gabe<br />
| <br />
|-<br />
| 11/21/14<br />
| <br />
|<br />
| <br />
| Fitz + Hannah<br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| Victoria + Luheng<br />
|<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Yoav<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein,ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning ,EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors,ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
::* suggestions are welcome! <br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman,EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution, Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs, Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation, Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10122
LIL Reading Group
2014-10-07T17:23:51Z
<p>Eunsol: /* 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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| <br />
| <br />
| <br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| Eunsol + Leila<br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
|<br />
|<br />
| <br />
| Gabe<br />
| <br />
|-<br />
| 11/21/14<br />
| <br />
|<br />
| <br />
| Fitz + Hannah<br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| Victoria + Luheng<br />
|<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Yoav<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein<br />
:: ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning <br />
:: EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. <br />
:: EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors. <br />
::Rui Yan, Mingkun Gao, Ellie Pavlick, and Chris Callison-Burch. <br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. <br />
:: Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.<br />
::NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le<br />
::NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
::EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
* suggestions are welcome! <br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman<br />
::EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution, Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs, Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation, Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10121
LIL Reading Group
2014-10-07T17:23:29Z
<p>Eunsol: /* 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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| <br />
| <br />
| <br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| Eunsol + Leila<br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
|<br />
|<br />
| <br />
| Gabe<br />
| <br />
|-<br />
| 11/21/14<br />
| <br />
|<br />
| <br />
| Fitz + Hannah<br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| Victoria + Luheng<br />
|<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Yoav<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein<br />
>{this is right aligned content}><br />
:: ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning <br />
:: EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. <br />
:: EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors. <br />
::Rui Yan, Mingkun Gao, Ellie Pavlick, and Chris Callison-Burch. <br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. <br />
:: Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.<br />
::NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le<br />
::NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
::EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
* suggestions are welcome! <br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman<br />
::EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution, Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs, Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation, Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10120
LIL Reading Group
2014-10-07T17:23:16Z
<p>Eunsol: /* 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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| <br />
| <br />
| <br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| Eunsol + Leila<br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
|<br />
|<br />
| <br />
| Gabe<br />
| <br />
|-<br />
| 11/21/14<br />
| <br />
|<br />
| <br />
| Fitz + Hannah<br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| Victoria + Luheng<br />
|<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Yoav<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein>{this is right aligned content}><br />
:: ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning <br />
:: EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. <br />
:: EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors. <br />
::Rui Yan, Mingkun Gao, Ellie Pavlick, and Chris Callison-Burch. <br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. <br />
:: Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.<br />
::NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le<br />
::NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
::EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
* suggestions are welcome! <br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman<br />
::EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution, Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs, Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation, Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10119
LIL Reading Group
2014-10-07T17:20:53Z
<p>Eunsol: /* 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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| <br />
| <br />
| <br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| Eunsol + Leila<br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
|<br />
|<br />
| <br />
| Gabe<br />
| <br />
|-<br />
| 11/21/14<br />
| <br />
|<br />
| <br />
| Fitz + Hannah<br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| Victoria + Luheng<br />
|<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Yoav<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein{{align|right|'''Hello world!'''}}<br />
:: ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning <br />
:: EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. <br />
:: EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors. <br />
::Rui Yan, Mingkun Gao, Ellie Pavlick, and Chris Callison-Burch. <br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. <br />
:: Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.<br />
::NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le<br />
::NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
::EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
* suggestions are welcome! <br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman<br />
::EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution, Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs, Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation, Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10118
LIL Reading Group
2014-10-07T17:19:36Z
<p>Eunsol: /* 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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| <br />
| <br />
| <br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| Eunsol + Leila<br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
|<br />
|<br />
| <br />
| Gabe<br />
| <br />
|-<br />
| 11/21/14<br />
| <br />
|<br />
| <br />
| Fitz + Hannah<br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| Victoria + Luheng<br />
|<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Yoav<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein<br />
:: ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning <br />
:: EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. <br />
:: EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors. <br />
::Rui Yan, Mingkun Gao, Ellie Pavlick, and Chris Callison-Burch. <br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. <br />
:: Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.<br />
::NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le<br />
::NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
::EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
* suggestions are welcome! <br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman<br />
::EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution, Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs, Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation, Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10117
LIL Reading Group
2014-10-07T17:19:15Z
<p>Eunsol: /* 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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| <br />
| <br />
| <br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| Eunsol + Leila<br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
|<br />
|<br />
| <br />
| Gabe<br />
| <br />
|-<br />
| 11/21/14<br />
| <br />
|<br />
| <br />
| Fitz + Hannah<br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| Victoria + Luheng<br />
|<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Yoav<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein<br />
:: ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
:: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
::Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
::Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
::Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
:: Gabor Angeli , Chris Manning <br />
:: EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
::Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
::EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
:: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. <br />
:: EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
::Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
::CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors. <br />
::Rui Yan, Mingkun Gao, Ellie Pavlick, and Chris Callison-Burch. <br />
::ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
::Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. <br />
:: Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
::Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.<br />
::NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
::Ilya Sutskever, Oriol Vinyals, Quoc V. Le<br />
::NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
::Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
::EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
* suggestions are welcome! <br />
<br />
''' Semantic Parsing:<br />
:A* CCG Parsing with a Supertag-factored Model[pdf|http://homepages.inf.ed.ac.uk/s1049478/publications/emnlp2014.pdf]<br />
::Mike Lewis, Mark Steedman<br />
::EMNLP, 2014<br />
<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution, Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs, Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation, Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10116
LIL Reading Group
2014-10-07T17:16:51Z
<p>Eunsol: /* 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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| <br />
| <br />
| <br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| Eunsol + Leila<br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
|<br />
|<br />
| <br />
| Gabe<br />
| <br />
|-<br />
| 11/21/14<br />
| <br />
|<br />
| <br />
| Fitz + Hannah<br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| Victoria + Luheng<br />
|<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Yoav<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein<br />
:: ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
:Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
:Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
:Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
: Gabor Angeli , Chris Manning <br />
:EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
:Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
:EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. <br />
: EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
:Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
:CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors. <br />
:Rui Yan, Mingkun Gao, Ellie Pavlick, and Chris Callison-Burch. <br />
:ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
:Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. <br />
: Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
:Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.<br />
:NIPS, 2013. <br />
<br />
:Sequence to sequence learning with neural network[http://arxiv.org/pdf/1409.3215v1.pdf]<br />
:Ilya Sutskever, Oriol Vinyals, Quoc V. Le<br />
:NIPS, 2014<br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
:Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
:EMNLP, 2014.<br />
<br />
<br />
<br />
'''Compositionality:<br />
<br />
* suggestions are welcome! <br />
<br />
''' Semantic Parsing:<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution, Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs, Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation, Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10115
LIL Reading Group
2014-10-07T17:13:35Z
<p>Eunsol: /* Fall 2014 */</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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| <br />
| <br />
| <br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| Eunsol + Leila<br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
|<br />
|<br />
| <br />
| Gabe<br />
| <br />
|-<br />
| 11/21/14<br />
| <br />
|<br />
| <br />
| Fitz + Hannah<br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| Victoria + Luheng<br />
|<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| Yoav<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein<br />
:: ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
:Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
:Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
:Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
: Gabor Angeli , Chris Manning <br />
:EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
:Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
:EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. <br />
: EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
:Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
:CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors. <br />
:Rui Yan, Mingkun Gao, Ellie Pavlick, and Chris Callison-Burch. <br />
:ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
:Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. <br />
: Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
:Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.<br />
:NIPS, 2013. <br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
:Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
:EMNLP, 2014.<br />
<br />
'''Compositionality:<br />
<br />
* suggestions are welcome! <br />
<br />
''' Semantic Parsing:<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution, Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs, Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation, Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10114
LIL Reading Group
2014-10-07T17:12:57Z
<p>Eunsol: /* Fall 2014 */</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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| <br />
| <br />
| <br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| Eunsol + Leila<br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| Chloe<br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| Xiao + Kenton<br />
| <br />
|-<br />
| 11/7/14<br />
| colspan=5 style="text-align:left;"| NLP Symposium<br />
|-<br />
| 11/14/14<br />
|<br />
|<br />
| <br />
| gabe<br />
| <br />
|-<br />
| 11/21/14<br />
| <br />
|<br />
| <br />
| fitz + hannah<br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| victoria + luheng<br />
|<br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
| yoav<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein<br />
:: ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
:Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
:Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
:Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
: Gabor Angeli , Chris Manning <br />
:EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
:Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
:EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. <br />
: EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
:Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
:CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors. <br />
:Rui Yan, Mingkun Gao, Ellie Pavlick, and Chris Callison-Burch. <br />
:ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
:Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. <br />
: Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
:Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.<br />
:NIPS, 2013. <br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
:Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
:EMNLP, 2014.<br />
<br />
'''Compositionality:<br />
<br />
* suggestions are welcome! <br />
<br />
''' Semantic Parsing:<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution, Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs, Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation, Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10113
LIL Reading Group
2014-10-07T17:10:36Z
<p>Eunsol: /* 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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| <br />
| <br />
| <br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 11/7/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 11/21/14<br />
|<br />
|<br />
| <br />
| <br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| <br />
| <br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
|<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein<br />
:: ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
:Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
:Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
:Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
: Gabor Angeli , Chris Manning <br />
:EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
:Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
:EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. <br />
: EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
:Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
:CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors. <br />
:Rui Yan, Mingkun Gao, Ellie Pavlick, and Chris Callison-Burch. <br />
:ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
:Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. <br />
: Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
:Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.<br />
:NIPS, 2013. <br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
:Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
:EMNLP, 2014.<br />
<br />
'''Compositionality:<br />
<br />
* suggestions are welcome! <br />
<br />
''' Semantic Parsing:<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution, Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs, Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation, Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10112
LIL Reading Group
2014-10-07T17:10:20Z
<p>Eunsol: /* 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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| <br />
| <br />
| <br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 11/7/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 11/21/14<br />
|<br />
|<br />
| <br />
| <br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| <br />
| <br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
|<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein<br />
:: ACL 2014, Best Long Paper Honorable Mention</span><br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
:Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
:Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
:Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
: Gabor Angeli , Chris Manning <br />
:EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
:Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
:EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. <br />
: EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
:Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
:CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors. <br />
:Rui Yan, Mingkun Gao, Ellie Pavlick, and Chris Callison-Burch. <br />
:ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
:Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. <br />
: Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
:Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.<br />
:NIPS, 2013. <br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
:Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
:EMNLP, 2014.<br />
<br />
'''Compositionality:<br />
<br />
* suggestions are welcome! <br />
<br />
''' Semantic Parsing:<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution, Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs, Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation, Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10111
LIL Reading Group
2014-10-07T17:09:45Z
<p>Eunsol: /* 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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| <br />
| <br />
| <br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 11/7/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 11/21/14<br />
|<br />
|<br />
| <br />
| <br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| <br />
| <br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
|<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: {{Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein|#0033CC|}}<br />
:: ACL 2014, Best Long Paper Honorable Mention</span><br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
:Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
:Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
:Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
: Gabor Angeli , Chris Manning <br />
:EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
:Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
:EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. <br />
: EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
:Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
:CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors. <br />
:Rui Yan, Mingkun Gao, Ellie Pavlick, and Chris Callison-Burch. <br />
:ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
:Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. <br />
: Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
:Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.<br />
:NIPS, 2013. <br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
:Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
:EMNLP, 2014.<br />
<br />
'''Compositionality:<br />
<br />
* suggestions are welcome! <br />
<br />
''' Semantic Parsing:<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution, Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs, Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation, Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10110
LIL Reading Group
2014-10-07T17:09:29Z
<p>Eunsol: /* 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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| <br />
| <br />
| <br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 11/7/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 11/21/14<br />
|<br />
|<br />
| <br />
| <br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| <br />
| <br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
|<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
:: {{Font color|#0033CC|Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein}}<br />
:: ACL 2014, Best Long Paper Honorable Mention</span><br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
:Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
:Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
:Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
: Gabor Angeli , Chris Manning <br />
:EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
:Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
:EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. <br />
: EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
:Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
:CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors. <br />
:Rui Yan, Mingkun Gao, Ellie Pavlick, and Chris Callison-Burch. <br />
:ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
:Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. <br />
: Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
:Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.<br />
:NIPS, 2013. <br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
:Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
:EMNLP, 2014.<br />
<br />
'''Compositionality:<br />
<br />
* suggestions are welcome! <br />
<br />
''' Semantic Parsing:<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution, Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs, Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation, Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10109
LIL Reading Group
2014-10-07T17:08:48Z
<p>Eunsol: /* 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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| <br />
| <br />
| <br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 11/7/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 11/21/14<br />
|<br />
|<br />
| <br />
| <br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| <br />
| <br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
|<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
<span style="color:#009000">:: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein<br />
:: ACL 2014, Best Long Paper Honorable Mention</span><br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
:Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
:Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
:Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
: Gabor Angeli , Chris Manning <br />
:EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
:Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
:EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. <br />
: EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
:Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
:CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors. <br />
:Rui Yan, Mingkun Gao, Ellie Pavlick, and Chris Callison-Burch. <br />
:ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
:Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. <br />
: Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
:Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.<br />
:NIPS, 2013. <br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
:Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
:EMNLP, 2014.<br />
<br />
'''Compositionality:<br />
<br />
* suggestions are welcome! <br />
<br />
''' Semantic Parsing:<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution, Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs, Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation, Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10108
LIL Reading Group
2014-10-07T17:06:43Z
<p>Eunsol: /* 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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| <br />
| <br />
| <br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 11/7/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 11/21/14<br />
|<br />
|<br />
| <br />
| <br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| <br />
| <br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
|<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein<br />
: ACL 2014, Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
: Did it happen? The pragmatic complexity of veridicality assessment. <br />
: de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.<br />
:Computational Linguistics 38(2): 301-333.<br />
<br />
:Modeling Factuality Judgments in Social Media Text. <br />
:Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. <br />
:Proceedings of ACL (short papers). <br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
: NaturalLI: Natural Logic Inference for Common Sense Reasoning<br />
: Gabor Angeli , Chris Manning <br />
:EMNLP 2014<br />
<br />
:Modeling Biological Processes for Reading Comprehension<br />
:Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning <br />
:EMNLP 2014<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
:Human Effort and Machine Learnability in Computer Aided Translation.<br />
: Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. <br />
: EMNLP 2014.<br />
<br />
:The Efficacy of Human Post-Editing for Language Translation<br />
:Spence Green, Jeffrey Heer, and Christopher D. Manning. <br />
:CHI 2013, Best Paper Award<br />
<br />
:Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors. <br />
:Rui Yan, Mingkun Gao, Ellie Pavlick, and Chris Callison-Burch. <br />
:ACL-2014<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
:Efficient Estimation of Word Representations in Vector Space.<br />
:Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. <br />
: Workshop at ICLR, 2013.<br />
<br />
:Distributed Representations of Words and Phrases and their Compositionality<br />
:Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.<br />
:NIPS, 2013. <br />
<br />
'''Data-driven Insights into People's Language Use<br />
:Brighter than Gold: Figurative Language in User Generated Comparisons<br />
:Vlad Niculae and Cristian Danescu-Niculescu-Mizil<br />
:EMNLP, 2014.<br />
<br />
'''Compositionality:<br />
<br />
* suggestions are welcome! <br />
<br />
''' Semantic Parsing:<br />
<br />
'''ECCV 2014 Papers:<br />
<br />
:Linking people in videos with “their” names using coreference resolution, Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
:Large-Scale Object Classification using Label Relation Graphs, Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
:Reasoning About Object Affordances in a Knowledge Base Representation, Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol
http://abstract.cs.washington.edu/wiki/index.php?title=LIL_Reading_Group&diff=10107
LIL Reading Group
2014-10-07T17:01:45Z
<p>Eunsol: /* 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 />
=== Fall 2014 === <br />
'''When: 3:30PM Friday''' <br />
<br />
'''Where: CSE 503'''<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: eunsol@cs<br />
<br />
{| class="wikitable"<br />
! Date<br />
! Paper<br />
! Authors<br />
! Venue<br />
! Leader<br />
! Info<br />
|- <br />
| 10/3/14<br />
| colspan=3 style="text-align:left;"| Annotation on cooking recipes<br />
| Chloe Kiddon<br />
| <br />
|-<br />
| 10/10/14<br />
| <br />
| <br />
| <br />
| Mark<br />
| <br />
|-<br />
| 10/17/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 10/24/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 10/31/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 11/7/14<br />
| <br />
| <br />
| <br />
| <br />
| <br />
|-<br />
| 11/21/14<br />
|<br />
|<br />
| <br />
| <br />
| <br />
|-<br />
| 11/28/14<br />
| <br />
|<br />
| <br />
| <br />
| <br />
|-<br />
| 12/5/14 <br />
|<br />
|<br />
|<br />
|<br />
|<br />
|-<br />
| 12/12/14<br />
| <br />
| <br />
| <br />
| <br />
|<br />
|-<br />
|}<br />
<br />
== Potential Papers == <br />
'''Structured Learning for Structured Knowledge<br />
:Structured Learning for Taxonomy Induction with Belief Propagation<br />
: Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein<br />
: ACL 2014<br />
: Best Long Paper Honorable Mention<br />
<br />
'''Event, Time, Fact, Veridicality :<br />
<br />
:- de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012. Did it happen? The pragmatic complexity of veridicality assessment. Computational Linguistics 38(2): 301-333. [bibtex; PragBank]<br />
<br />
* Below is a cool application paper, probably good to read so that we get to think about creative evaluation strategies. Since it's only a short paper, we probably want to add another short paper. <br />
<br />
:- Modeling Factuality Judgments in Social Media Text. Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein. Proceedings of ACL (short papers). [pdf] [data]<br />
<br />
* need to add some papers on temporal stuff! (not sure what you have already read…)<br />
<br />
'''Reasoning, Causality, Entailment :<br />
<br />
- NaturalLI: Natural Logic Inference for Common Sense Reasoning Gabor Angeli , Chris Manning Empirical Methods in Natural Language Processing (EMNLP). 2014<br />
<br />
- Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning Modeling Biological Processes for Reading Comprehension Long paper in EMNLP 2014. supplementary material project page<br />
<br />
'''Crowdsourcing for complex NLP tasks, Human-computer Collaboration:<br />
<br />
- Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. 2014. Human Effort and Machine Learnability in Computer Aided Translation. In EMNLP.[pdf, with minor typographical corrections][code] - <br />
<br />
* Above paper evolved from the following CHI paper, worth checking out both.<br />
<br />
<br />
Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. 2014. Human Effort and Machine Learnability in Computer Aided Translation. In EMNLP. [pdf, with minor typographical corrections][code] - See more at: http://www.spencegreen.com/#sthash.GF6zYNET.dpuf<br />
- Spence Green, Jeffrey Heer, and Christopher D. Manning. 2013. The Efficacy of Human Post-Editing for Language Translation. In CHI. Best Paper Award. [pdf, with minor typographical corrections] [slides] [data] <br />
<br />
- Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors. Rui Yan, Mingkun Gao, Ellie Pavlick, and Chris Callison-Burch. In ACL-2014. [abstract] [bib]<br />
<br />
'''Deep, Neural, Embeddings and such:<br />
<br />
*skip-gram!<br />
<br />
- Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. Efficient Estimation of Word Representations in Vector Space. In Proceedings of Workshop at ICLR, 2013.<br />
<br />
- Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean. Distributed Representations of Words and Phrases and their Compositionality. In Proceedings of NIPS, 2013. <br />
<br />
Data-driven Insights into People's Language Use<br />
- Brighter than Gold: Figurative Language in User Generated Comparisons Vlad Niculae and Cristian Danescu-Niculescu-Mizil Proceedings of EMNLP, 2014.<br />
<br />
'''Compositionality:<br />
<br />
* suggestions are welcome! <br />
<br />
'''ECCV 2014 Papers:<br />
<br />
Linking people in videos with “their” names using coreference resolution, Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University<br />
<br />
Large-Scale Object Classification using Label Relation Graphs, Jia Deng, University of Michigan; Nan Ding; Yangqing Jia; Andrea Frome; Kevin Murphy; Samy Bengio; Yuan Li, Hartmut Neven; Hartwig Adam<br />
<br />
Reasoning About Object Affordances in a Knowledge Base Representation, Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University<br />
<br />
<br />
[[old potential papers]]<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>
Eunsol