Difference between revisions of "LIL Reading Group"

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Contact: nfitz@cs
Contact: nfitz@cs
== Schedule: Fall 2013 ==
{| class="wikitable"
! Date
! Paper
! Authors
! Venue
! Leader
! Info
== Potential Papers ==  
== Potential Papers ==  
[[old potential papers]]
[[old potential papers]]
'''(in no particular order)'''
*  Sebastian Riedel, David Smith, Andrew McCallum. Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers. In EMNLP 2012. http://www.riedelcastro.org/publications/papers/riedel12parse.pdf
* Oleksandr Kolomiyets, Steven Bethard, and Marie-Francine Moens. Extracting Narrative Timelines as Temporal Dependency Structures. In ACL 2012. http://www.aclweb.org/anthology-new/P/P12/P12-1010.pdf
* Aligning Predicate Argument Structures in Monolingual Comparable Texts:A New Corpus for a New Task. Michael Roth and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL030.pdf
* Casting Implicit Role Linking as an Anaphora Resolution Task. Carina Silberer and Anette Frank. http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL001.pdf
* Video In Sentences Out. Barbu et al. http://auai.org/uai2012/papers/102.pdf
* '''EMNLP 2012'''
** Q. Do and W. Lu and D. Roth, Joint Inference for Event Timeline Construction. EMNLP  (2012) http://cogcomp.cs.illinois.edu/papers/DoLuRo12.pdf
** Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, Jonathan K. Kummerfeld, David Hall, James R. Curran, and Dan Klein, Proceedings of EMNLP 2012.  http://nlp.cs.berkeley.edu/pubs/Kummerfeld-Hall-Curran-Klein_2012_Analysis_paper.pdf
** Learning Constraints for Consistent Timeline Extraction. David McClosky and Christopher D. Manning. http://nlp.stanford.edu/~mcclosky/papers/dmcc-emnlp-2012.pdf
** Spectral Dependency Parsing with Latent Variables. Paramveer Dhillon, Jordan Rodu, Michael Collins, Dean Foster and Lyle Ungar. http://aclweb.org/anthology-new/D/D12/D12-1019.pdf
** Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction. Peifeng Li, Guodong Zhou and Qiaoming Zhu. http://aclweb.org/anthology-new/D/D12/D12-1092.pdf
** A coherence model based on syntactic patterns. Annie Louis and Ani Nenkova. http://aclweb.org/anthology-new/D/D12/D12-1106.pdf (best paper)
** Semantic Compositionality through Recursive Matrix-Vector Spaces. Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. http://aclweb.org/anthology-new/D/D12/D12-1110.pdf
** First order vs. higher order modification in distributional semantics. Gemma Boleda, Eva Maria Vecchi, Miquel Cornudella and Louise McNally. http://aclweb.org/anthology-new/D/D12/D12-1112.pdf
* '''ACL 2012'''
** Coreference Semantics from Web Features, Mohit Bansal and Dan Klein, Proceedings of ACL 2012. http://nlp.cs.berkeley.edu/pubs/Bansal-Klein_2012_CorefSemantics_paper.pdf
** Spectral Learning of Latent-Variable PCFGs. Shay B. Cohen; Karl Stratos; Michael Collins; Dean P. Foster; Lyle Ungar. http://aclweb.org/anthology-new/P/P12/P12-1024.pdf
** A Discriminative Hierarchical Model for Fast Coreference at Large Scale. Michael Wick; Sameer Singh; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1040.pdf
** Semantic Parsing with Bayesian Tree Transducers. Bevan Jones; Mark Johnson; Sharon Goldwater. http://aclweb.org/anthology-new/P/P12/P12-1051.pdf
** Improving Word Representations via Global Context and Multiple Word Prototypes. Eric Huang; Richard Socher; Christopher Manning; Andrew Ng. http://aclweb.org/anthology-new/P/P12/P12-1092.pdf
** Unsupervised Relation Discovery with Sense Disambiguation. Limin Yao; Sebastian Riedel; Andrew McCallum. http://aclweb.org/anthology-new/P/P12/P12-1075.pdf
* '''Highlights from ICML 2012 (mostly ML/Structured Prediction, not NLP per se)'''
** Output Space Search for Structured Prediction. 'Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli'. http://icml.cc/2012/papers/587.pdf
** Modeling Latent Variable Uncertainty for Loss-based Learning. 'M. Pawan Kumar, Ben Packer, Daphne Koller'. http://icml.cc/2012/papers/274.pdf
** Efficient Decomposed Learning for Structured Prediction. 'Rajhans Samdani, Dan Roth'. http://icml.cc/2012/papers/122.pdf
** Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. 'Kendrick Boyd, Jesse Davis, David Page, Vitor Santos Costa'. http://icml.cc/2012/papers/349.pdf
** Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. 'Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei Efros'. http://icml.cc/2012/papers/946.pdf (invited application)
** Learning the Central Events and Participants in Unlabeled Text. 'Nathanael Chambers, Dan Jurafsky' http://icml.cc/2012/papers/946.pdf (invited application)
* '''ICML Inferning Workshop'''
** A Framework for Tuning Posterior Entropy in Unsupervised Learning. 'Rajhans Samdani, Ming-Wei Chang and Dan Roth' http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDozYjhmNmZhNmI4YzA2ZTk5
** Cost-sensitive Dynamic Feature Selection. He He, Hal Daume III and Jason Eisner. http://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxpbmZlcm5pbmcxMnxneDo0ZmQwYjQ3ZGZhZmE1YzAx
* Similarity of Semantic Relations. Peter D. Turney. http://cogprints.org/5098/1/NRC-48775.pdf
* Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. Dmitry Davidov, Ari Rappoport. http://www.cs.huji.ac.il/~arir/sat.pdf
* E. Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.. http://aclweb.org/anthology-new/N/N10/N10-1147.pdf  OR MAYBE Models of metaphor in NLP. ACL 2010 http://aclweb.org/anthology-new/P/P10/P10-1071.pdf
* '''Highlights from NAACL 2012:'''
** Minimum-Risk Training of Approximate CRF Based NLP Systems. V. Stoyanoc and J. Eisner. NAACL 2012. http://www.aclweb.org/anthology/N/N12/N12-1013.pdf
** Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. O. Täckström, R. McDonald and J. Uszkoroit. NAACL 2012. IBM best paper award. http://soda.swedish-ict.se/5251/1/paper.pdf
** Unified Expectation Maximization. R. Samdani, M. W. Chang and D. Roth. NAACL 2012. http://www.cs.illinois.edu/homes/rsamdan2/papers/UEM.pdf
* '''Lexicalized Well-founded Grammar:'''
** Grammar Approximation by Representative Sublanguage: A New Model for Language Learning. Smaranda Muresan and Owen Rambow, ACL 2007 http://acl.ldc.upenn.edu/P/P07/P07-1105.pdf
** Learning for Deep Language Understanding. Smaranda Muresan, IJCAI 2011, https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3316/3750
* Learning Sentence-internal Temporal Relations. Mirella Lapata and Alex Lascarides. Journal of Artificial Intelligence Research, 27, 85-117. 2006. http://www.jair.org/media/2015/live-2015-2866-jair.pdf
*  A Fast, Effective, Non-Projective, Semantically-Enriched Parser. Tratz, S. and E.H. Hovy. 2011.  Proceedings of the EMNLP conference.  Edinburgh, Scotland. http://www.isi.edu/natural-language/people/hovy/papers/11EMNLP-sem-parsing.pdf
*  Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio.. AISTATS '12. http://www.thespermwhale.com/jaseweston/papers/otsm_aistats11.pdf
* Replicated Softmax: an Undirected Topic Model.  Ruslan Salakhutdinov, Geoffrey Hinton.  http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf
* Character-based Kernels for Novelistic Plot Structure. Micha Elsner. Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012). http://www.cs.brown.edu/~melsner/novels.pdf
*  Perrault, C. R. and J. F. Allen (1980). "A Plan-based Analysis of Indirect Speech Acts." Computational Linguistics 6(3): 167-182. http://acl.ldc.upenn.edu/J/J80/J80-3003.pdf
* Learning Accurate, Compact, and Interpretable Tree Annotation. Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein, COLING/ACL 2006. http://www.petrovi.de/data/acl06.pdf
== Previous Quarters ==  
== Previous Quarters ==  

Revision as of 23:46, 29 September 2014

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.

When: TBD

Where: TBD

Course number: 591T

We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).

Contact: nfitz@cs

Potential Papers

old potential papers

Previous Quarters

Spring 2012

Date Paper Authors Link Leader Info
3/30/12 A Bayesian Approach to Unsupervised Semantic Role Induction Ivan Titov, Alexandre Klementiev http://people.mmci.uni-saarland.de/~aklement/publications/eacl12srl.pdf Tom Kwiatkowski
4/6/12 Multi-Source Transfer of Delexicalized Dependency Parsers McDonald, Petrov and Hall http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf Yoav Artzi
4/13/12 Learning Determinantal Point Processes A. Kulesza and B. Taskar http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf Luke
4/20/12 Learning Accurate, Compact, and Interpretable Tree Annotation Slav Petrov, Leon Barrett, Romain Thibaux and Dan Klein http://www.petrovi.de/data/acl06.pdf Mark Yatskar
4/27/12 Spectral Learning for Non-Deterministic Dependency Parsing Franco M. Luque, Ariadna Quattoni, Borja Balle, Xavier Carreras http://www.lsi.upc.edu/~bballe/papers/eacl12.pdf Raphael Hoffmann
5/4/12 Dual Decomposition with Many Overlapping Components Andre F. T. Martins, Noah A. Smith, Pedro M. Q. Aguiar, Mario A. T. Figueiredo http://aclweb.org/anthology-new/D/D11/D11-1022.pdf Yoav Artzi
5/11/12 NW-NLP Conference
5/18/12 You had me at hello: How phrasing affects memorability Cristian Danescu-Niculescu-Mizil Justin Cheng Jon Kleinberg Lillian Lee http://www.cs.cornell.edu/~cristian/memorability_files/memorability.pdf Mark Yatskar
5/25/12 (no reading group; go to Yoav's Generals Talk!)
6/1/12 Parsing Time: Learning to Interpret Time Expressions Gabor Angeli, Chris Manning, Dan Jurafsky http://stanford.edu/~angeli/papers/2012-naacl-temporal.pdf Alan Ritter

Summer 2012

Date Paper Authors Venue Leader Info
6/15/12 Weakly Supervised Training of Semantic Parsers Jayant Krishnamurthy and Tom M. Mitchell EMNLP 2012 Luke
7/5/12 Structured Perceptron with Inexact Search L. Huang, S. Fayong and Y. Guo NAACL 2012 Yoav
7/12/12 Distributional semantics in technicolor Bruni, Boleda and Baroni ACL 2012 Tony
7/19/12 Ensemble of Exemplar-SVMs for Object Detection and Beyond Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros ICCV 2011 Nicholas
7/26/12 Midge: Generating Image Descriptions From Computer Vision Detections Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Sratos, Xufeng Han, Alysssa Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III EACL 2012 Jesse
8/2/12 String Re-writing Kernel Fan Bu, Hang Li, Xiaoyan Zhu ACL 2012 Tom
8/9/12 Intel retreat (no reading group)
8/16/12 Raphael's final exam practice talk
8/23/12 Unsupervised Concept-to-text Generation with Hypergraphs I. Konstas and M. Lapata NAACL 2012 Yoav
8/30/12 Joint Entity and Event Coreference Resolution across Documents Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, Dan Jurafsky. EMNLP 2012 Luke
9/6/12 Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, and Xiaoli Fern NIPS 2011 Alan
9/13/12 Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints Alexander M. Rush, Roi Reichert, Michael Collins, and Amir Globerson EMNLP 2012 Xiao

Autumn 2012

Date Paper Authors Venue Leader Info
9/28/12 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]
10/5/12 Learning High-Level Planning from Text S.R.K. Branavan; Nate Kushman; Tao Lei; Regina Barzilay ACL 2012 Yoav
10/12/12 Phrase-based Statistical Language Generation using Graphical Models and Active Learning Franc¸ois Mairesse, Milica Gasiˇ c´, Filip Jurcˇ´ıcek ˇ , Simon Keizer, Blaise Thomson, Kai Yu and Steve Young ACL 2010 Nicholas
10/19/12 An Empirical Investigation of Statistical Significance in NLP Taylor Berg-Kirkpatrick David Burkett Dan Klein EMNLP 2012 Mark
10/26/12 UW/MSR Machine Learning Workshop (no reading group)
11/2/12 Learning to “Read Between the Lines” using Bayesian Logic Programs Sindhu Raghavan, Raymond J. Mooney and Hyeonseo Ku ACL 2012 Chloé
11/9/12 Vine Pruning for Efficient Multi-Pass Dependency Parsing A. Rush and S. Petrov NAACL 2012 Gabe
11/16/12 Selective Sharing for Multilingual Dependency Parsing Tahira Naseem; Regina Barzilay; Amir Globerson ACL 2012 Yoav
11/23/12 No reading group (Thanksgiving holiday)
11/30/12 Talk: Paul Pham, Quantum Computing and Machine Learning
12/7/12 Climbing the Tower of Babel: Unsupervised Multilingual Learning Benjamin Snyder and Regina Barzilay ICML 2010 Nath

Winter 2013

Date Paper Authors Venue Leader Info
1/11/13 Multiple Choice Learning: Learning to Produce Multiple Structured Outputs A Guzman-Rivera, D Batra, P Kohli NIPS 2012 Yoav
1/18/13 Supervised Noun Phrase Coreference Research: The First Fifteen Years V Ng ACL 2010 Mark
1/25/13 A Multi-Pass Sieve for Coreference Resolution (optional: http://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00152) K Raghunathan, H Lee, S Rangarajan, N Chambers, M Surdeanu, D Jurafsky, C Manning EMNLP 2010 Leila
2/1/13 No meeting
2/8/13 Learning-based Multi-Sieve Co-reference Resolution with Knowledge L Ratinov and D Roth ACL 2012 Luke
2/15/13 Coreference Resolution with World Knowledge Altaf Rahman and Vincent Ng ACL 2011 Hanna
2/22/13 UW-MSR CL Symposium (at MSR)
3/1/13 Unsupervised Models for Coreference Resolution V Ng ACL 2008 Hanna
3/8/13 A Discriminative Hierarchical Model for Fast Coreference at Large Scale M Wich, S Singh, A McCallum ACL 2012 Mitchell
3/15/13 Spectral fest: A Spectral Algorithm for Learning Hidden Markov Models D Hasu,S M Kakade, T Zhang Tom video
3/22/13 Spectral fest (contd.) Tom

Spring 2013

Date Paper Authors Venue Leader Info
4/5/13 Spectral fest continued Tom
4/12/13 Spectral fest continued Tom
4/19/13 Learning Structured Classifiers with Dual Coordinate Ascent Andre F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A., T. Figueiredo, Pedro M. Q. Aguiar 2012 Nicholas
4/26/13 Using Semantic Unification to Generate Regular Expressions from Natural Language Nate Kushman and Regina Barzilay NAACL 2013 Yoav Also required: Better k-best Parsing / Liang Huang and Davind Chiang
5/3/13 Reinforcement Learning: Chapters 1 and 3 (except 3.4) (book details, html version, scanned PDFs within UW) Luke Optional: Chapter 2: 2.1, 2.2, 2.4, 2.6 and 2.10
5/10/13 Probabilistic Frame Induction Jackie Chi Kit Cheung, Hoifung Poon and Lucy Vanderwende NAACL 2013 Mark
5/17/13 UW-MSR CL Symposium (at UW)
5/24/13 RL: Policy gradient methods for reinforcement learning with function approximation Sutton, Richard S., et al. NIPS 2000 Luke Also: Reinforcement Learning for Mapping Instructions to Actions - S.R.K. Branavan, Harr Chen, Luke Zettlemoyer, Regina Barzilay..
5/31/13 RL: Learned Prioritization for Trading Off Accuracy and Speed Jiang, Jiarong, et al. NIPS 2012 Xiao
6/7/13 RL fest