LIL Reading Group
From PublicWiki
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.
Contents
Winter 2015
When: 11:00AM Thursday
Where: CSE 303
Course number: 591T
We also have a mailing list lil-group (https://mailman.cs.washington.edu/mailman/listinfo/lil-group).
Contact: eunsol@cs
Date | Paper | Authors | Venue | Leader | Info |
---|---|---|---|---|---|
1/15/15 | Conditional Random Field Autoencoders for Unsupervised Structured Prediction[1] | Waleed Ammar, Chris Dyer, Noah Smith | NIPS 2014 | Kenton | |
1/22/15 | Learning Distributed Representations for Structured Output Prediction [2] | Vivek Srikumar, Christopher Manning | NIPS 2014 | Sameer | |
1/29/15 | Grammar as a foreign language[3] | Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton | in submission- ICLR | Mark | |
2/5/15 | Brighter than Gold: Figurative Language in User Generated Comparisons[4] | Vlad Niculae and Cristian Danescu-Niculescu-Mizil | EMNLP2014 | Leila | |
2/12/15 | Quizz: Targeted Crowdsourcing with a Billion (Potential) Users[5] | Panagiotis G. Ipeirotis and Evgeniy Gabrilovich | WWW14 | Luheng | |
2/19/15 | Xiao | ||||
2/27/15 | No reading group..? ACL deadline | ||||
3/5/15 | Eunsol | ||||
3/12/15 | Victoria | ||||
3/19/15 | Hannah | ||||
3/26/15 | Fitz |
Potential Papers
Structured Learning for Structured Knowledge
- Structured Learning for Taxonomy Induction with Belief Propagation
- Mohit Bansal, David Burkett, Gerard de Melo, and Dan Klein, ACL 2014, Best Long Paper Honorable Mention
- Simple Map Inference via Low-Rank Relaxations [6]
- Roy Frostig, Sida I. Wang, Percy Liang, Christopher D. Manning, NIPS 2014
Event, Time, Fact, Veridicality :
- Did it happen? The pragmatic complexity of veridicality assessment.
- de Marneffe, Marie-Catherine; Christopher D. Manning; and Christopher Potts. 2012.
- Computational Linguistics 38(2): 301-333.
- Modeling Factuality Judgments in Social Media Text.
- Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein.
- Proceedings of ACL (short papers).
Reasoning, Causality, Entailment :
- NaturalLI: Natural Logic Inference for Common Sense Reasoning
- Gabor Angeli , Chris Manning ,EMNLP 2014
- Modeling Biological Processes for Reading Comprehension
- Jonathan Berant*, Vivek Srikumar*, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Christopher D. Manning
- EMNLP 2014
Crowdsourcing for complex NLP tasks, Human-computer Collaboration:
- Human Effort and Machine Learnability in Computer Aided Translation.
- Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, and Christopher D. Manning. ,EMNLP 2014.
- The Efficacy of Human Post-Editing for Language Translation
- Spence Green, Jeffrey Heer, and Christopher D. Manning.
- CHI 2013, Best Paper Award
- Are Two Heads are Better than One? Crowdsourced Translation via a Two-Step Collaboration between Translators and Editors
- ACL-2014
Deep, Neural, Embeddings and such:
- Efficient Estimation of Word Representations in Vector Space.
- Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. ,Workshop at ICLR, 2013.
- Distributed Representations of Words and Phrases and their Compositionality
- Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean.,NIPS, 2013.
- Sequence to sequence learning with neural network[7]
- Ilya Sutskever, Oriol Vinyals, Quoc V. Le, NIPS, 2014
- Learning distributed representation for structured output prediction [8]
- Vivek Srikumar, Christopher D. Manning, NIPS, 2014
- Grammar as a Foreign Language
- Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, Geoffrey Hinton, arXiv:1412.7449v1 (under review for
Data-driven Insights into People's Language Use
- Brighter than Gold: Figurative Language in User Generated Comparisons
- Vlad Niculae and Cristian Danescu-Niculescu-Mizil, EMNLP, 2014.
Compositionality:
Semantic Parsing:
- A* CCG Parsing with a Supertag-factored Model[9]
- Mike Lewis, Mark Steedman,EMNLP, 2014
ECCV 2014 Papers:
- Linking people in videos with “their” names using coreference resolution
- Vignesh Ramanathan, Armand Joulin, Percy Liang, Li Fei-Fei, Stanford University
- 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
- Reasoning About Object Affordances in a Knowledge Base Representation
- Yuke Zhu, Alireza Fathi, Li Fei-Fei, Stanford University
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 |
Fall 2014
Date | Paper | Authors | Venue | Leader | Info |
---|---|---|---|---|---|
10/3/14 | Annotation on cooking recipes | Chloe Kiddon | |||
10/10/14 | Large-Scale Object Classification using Label Relation Graphs[10] | Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy...etc | ECCV14 | Mark | |
10/17/14 | Invited talk: What happens if I push this button? Learning planning operators from experience | Kira Mourao | |||
10/24/14 | Linguistic Regularities in Sparse and Explicit Word Representations[11] | Omer Levy, Yoav Goldberg | CONLL 2014 | Chloe | |
10/31/14 | Modeling Biological Processes for Reading Comprehension[12] | Jonathan Berant et al. | EMNLP 2014 | Xiao + Kenton | |
11/7/14 | NLP Symposium | ||||
11/14/14 | UW/MS Symposium in Computational Linguistics | Time: 3:30-5PM | Location: Miller 301 at UW | ||
11/21/14 | Low-Rank Tensors for Scoring Dependency Structures[13] | Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, and Tommi Jaakkola | ACL 2014 | Yoav | |
11/28/14 | Thanksgiving | ||||
12/5/14 | What are you talking about? Text-to-Image Coreference[14] | Chen Kong et al | CVPR14 | Fitz + Hannah |