Natural Language Learning

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[ 2020 | 2019 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 ]

2020

Date Paper

August 20, 2020 Hase and Bansal. Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?. ACL 2020 (pdf)

August 13, 2020 Bogin et al.. Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering. arXiv 2020 (pdf)

August 8, 2020 Tu et al.. An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models. arXiv 2020 (pdf)

July 30, 2020 Ribeiro et al.. Beyond Accuracy: Behavioral Testing of NLP Models with CheckList. ACL 2020 (pdf)

July 23, 2020 Dunietz et al.. To Test Machine Comprehension, Start by Defining Comprehension. ACL 2020 (pdf)

July 16, 2020 Arabshahi et al.. Conversational Neuro-Symbolic Commonsense Reasoning. arXiv 2020 (pdf)

July 2, 2020 Tabassum et al.. Code and Named Entity Recognition in StackOverflow. ACL 2020 (pdf)

2019

Date Paper

December 2, 2019 Ning et al.. Joint Reasoning for Temporal and Causal Relations. ACL 2018 (pdf)

November 18, 2019 Co-Reyes et al.. Guiding Policies with Language via Meta-Learning. ICLR 2019 (pdf)

November 4, 2019 Suhr et al.. Executing instructions in situated collaborative interactions. EMNLP 2019 (pdf)

October 21, 2019 Zhang and Bansal. Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering. EMNLP 2019 (pdf)

October 7, 2019 Zhang et al.. BERTSCORE: Evaluating Text Generation with BERT. ICLR 2020 (pdf)

September 23, 2019 Liu et al.. RoBERTa: A Robustly Optimized BERT Pretraining Approach. arXiv 2019 (pdf)

September 9, 2019 Welleck et al.. Non-Monotonic Sequential Text Generation. ICML 2019 (pdf)

August 21, 2019 Tsai et al.. Multimodal Transformer for Unaligned Multimodal Language Sequences. ACL 2019 (pdf)

August 14, 2019 Bosselut et al.. COMET: Commonsense Transformers for Automatic Knowledge Graph Construction. ACL 2019 (pdf)

August 7, 2019 Chan et al.. KERMIT: Generative Insertion-Based Modeling for Sequences. arXiv 2019 (pdf)

July 24, 2019 Li and Srikumar. Augmenting Neural Networks with First-order Logic. ACL 2019 (pdf)

July 10, 2019 Glavaš et al.. How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions. ACL 2019 (pdf)

July 3, 2019 Dror, Shlomov, and Reichart. Deep Dominance - How to Properly Compare Deep Neural Models. ACL 2019 (pdf)

June 26, 2019 Lebanoff et al.. Scoring Sentence Singletons and Pairs for Abstractive Summarization. ACL 2019 (pdf)

June, 2019 Lee, Chang, and Toutanova. Latent Retrieval for Weakly Supervised Open Domain Question Answering. ACL 2019 (pdf)

April 22, 2019 Hashimoto, Zhang, and Liang. Unifying Human and Statistical Evaluation for Natural Language Generation. NAACL 2019 (pdf)

April 1, 2019 Choi et al.. Ultra-Fine Entity Typing. ACL 2018 (pdf)

March 11, 2019 Strubell, Verga, Belanger, and McCallum. Fast and Accurate Entity Recognition with Iterated Dilated Convolutions. EMNLP 2017 (pdf)

February 4, 2019 Tenney et al.. What Do You Learn from Context? Probing for Sentence Structure in Contextualized Word Representations. ICLR 2019 (pdf)

2017

Date Paper

March 24, 2017 Dubey, Keller, and Sturt. Probabilistic Modeling of Discourse-Aware Sentence Processing. Topics in Cognitive Science 2013 (pdf)

March 3, 2017 Dong and Lapata. Language to Logical Form with Neural Attention. ACL 2016 (pdf)

February 17, 2017 Li and Nenkova. The Instantiation Discourse Relation: A Corpus Analysis of Its Properties and Improved Detection. NAACL-HLT 2016 (pdf)

February 3, 2017 Sayeed, Greenberg, and Demberg. Thematic fit evaluation: an aspect of selectional preferences. Workshop on Evaluating Vector-Space Representations for NLP 2016 (pdf)

January 20, 2017 Kuncoro et. al.. What Do Recurrent Neural Network Grammars Learn About Syntax?. EACL 2017 (pdf)

2016

Date Paper

October 24, 2016 Kotlerman et al.. Textual entailment graphs. NLE 2015 (pdf)

October 10, 2016 Lee, Lewis, and Zettlemoyer. Global Neural CCG Parsing with Optimality Guarantees. ArXiv 2016 (pdf)

September 26, 2016 Gutierrez, Levy and Bergen. Finding Non-Arbitrary Form-Meaning Systematicity Using String-Metric Learning for Kernel Regression. ACL 2016 (pdf)

September 12, 2016 Internal peer review: Ye's EMNLP 2016 paper.

August 29, 2016 Shwartz, Goldberg, and Dagan. Improving Hypernymy Detection with an Integrated Path-based and Distributional Method. ACL 2016 (pdf)

May 2, 2016 Wen et al.. A Network-based End-to-End Trainable Task-oriented Dialogue System. ArXiv 2016 (pdf)

April 18, 2016 Nakashole and Mitchell. Language-Aware Truth Assessment of Fact Candidate. ACL 2014 (pdf)

April 4, 2016 Durrett and Klein. A Joint Model for Entity Analysis: Coreference, Typing, and Linking. TACL 2014 (pdf)

March 21, 2016 Bansal, Gimpel and Livescu. Tailoring Continuous Word Representations for Dependency Parsing. ACL 2014 (pdf)

March 7, 2016 Strubell et al.. Learning Dynamic Feature Selection for Fast Sequential Prediction. ArXiv 2015 (pdf)

February 22, 2016 Krishnan and Eisenstein. "You’re Mr. Lebowski, I’m the Dude": Inducing Address Term Formality in Signed Social Networks. NAACL 2015 (pdf)

February 8, 2016 Internal peer review (Islam's NAACL2016 submission)

January 25, 2016 Vinyals et al.. Grammar as a Foreign Language. NIPS 2015 (pdf)

2015

Date Paper

December 14, 2015 Chris Manning. Computational Linguistics and Deep Learning. CompLing Squib 2015 (pdf)

November 30, 2015 . . ACL 2005 (pdf)

November 9, 2015 Yoav Artzi, Kenton Lee Luke Zettlemoyer. Broad-coverage CCG Semantic Parsing with AMR. EMNLP 2015 (pdf)
Oct 26, 2015 Asad Sayeed, Stefan Fischer, and Vera Demberg Vector-space calculation of semantic surprisal for predicting word pronunciation duration ACL 2015 (pdf)

Oct 12, 2015 Ryan Kiros, Yukun Zhu, Ruslan Salakhutdinov, Richard S. Zemel, Antonio Torralba, Raquel Urtasun, Sanja Fidler Skip-Thought Vectors NIPS 2015 (pdf)

Sept 28, 2015 Luke Vilnis, Andrew McCallum. Word Representations via Gaussian Embedding. ICLR 2015 (pdf)

Sept 14, 2015 Bowman et al. A large annotated corpus for learning natural language inference. EMNLP 2015 (pdf)

May 14, 2015 Nazneen Practice Talk

April 30, 2015 Ray's ACL submission

April 2, 2015 Dan's Defense

Mar 5, 2015 Dani Yogatama and Noah A. Smith. Linguistic Structured Sparsity in Text Categorization. ACL 2014 (pdf)

Feb 5, 2015 Dan's Practice Talk

2014

Date Paper

Oct 10, 2014 Omer Levy and Yoav Goldberg. Neural Word Embeddings as Implicit Matrix Factorization. NIPS 2014 (pdf)

Sept 24, 2014 Jeffrey Flanigan, Sam Thomson, Jaime Carbonell, Chris Dyer, and Noah A. Smith. A Discriminative Graph-Based Parser for the Abstract Meaning Representation. ACL 2014 (pdf)

Sept 10, 2014 Karl Moritz Hermann, Dipanjan Das, Jason Weston, Kuzman Ganchev. Semantic Frame Identification with Distributed Word Representations. ACL 2014 (pdf)

Apr 23, 2014 Angeliki Lazaridou, Elia Bruni, and Marco Baroni. Is this a wampimuk? Cross-modal mapping between distributional semantics and the visual world. ACL 2014 (pdf)

Apr 9, 2014 Sowmya Vajjala and Detmar Meurers. On Improving the Accuracy of Readability Classiﬁcation using Insights from Second Language Acquisition. Workshop on the Innovative Use of NLP for Building Educational Applications 2012 (pdf)

Mar 26, 2014 Ni Lao, Amarnag Subramanya, Fernando Pereira, William W. Cohen. Reading The Web with Learned Syntactic-Semantic Inference Rules. EMNLP 2012 (pdf)

Mar 5, 2014 Tomas Mikolov, Quoc V. Le, and Ilya Sutskever. Exploiting Similarities among Languages for Machine Translation. 2013 (pdf)

Feb 19, 2014 Richard Socher, Alex Perelygin, Jean Wu, Jason Chuang, Chris Manning, Andrew Ng, and Chris Potts. Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank. EMNLP 2013 (pdf)

Feb 5, 2014 Jonathan Berant, Andrew Chou, Roy Frostig, and Percy Liang. Semantic Parsing on Freebase from Question-Answer Pairs. EMNLP 2013 (pdf)

Jan 22, 2014 Michael Auli and Adam Lopez. A Comparison of Loopy Belief Propagation and Dual Decomposition for Integrated CCG Supertagging and Parsing. ACL 2011 (pdf)

2013

Date Paper

Dec 5, 2013 Valentin I. Spitkovsky, Hiyan Alshawi, and Daniel Jurafsky. Breaking Out of Local Optima with Count Transforms and Model Recombination: A Study in Grammar Induction. EMNLP 2013 (pdf)

Nov 21, 2013 Tom Kwiatkowski, Eunsol Choi, Yoav Artzi, and Luke Zettlemoyer. Scaling Semantic Parsers with On-the-fly Ontology Matching. EMNLP 2013 (pdf)

Nov 7, 2013 Edward Grefenstette. Towards a Formal Distributional Semantics: Simulating Logical Calculi with Tensors. *SEM 2013 (pdf)

Oct 10, 2013 Richard Socher, John Bauer, Christopher D. Manning, and Andrew Y. Ng. Parsing with Compositional Vector Grammars. ACL 2013 (pdf)

Sept 26, 2013 Jacob Eisenstein. What to do about bad language on the internet. NAACL 2013 (pdf)

Sept 12, 2013 Stephen Roller and Sabine Schulte im Walde. A Multimodal LDA Model integrating Textual, Cognitive and Visual Modalities. EMNLP 2013 (pdf)

Apr 22, 2013 D Bär, C Biemann, I Gurevych, and T Zesch. UKP: Computing Semantic Textual Similarity by Combining Multiple Content Similarity Measures. SemEval STS task 2012 (pdf)

Apr 8, 2013 Sameer Singh, Amarnag Subramanya, Fernando Pereira, and Andrew McCallum. Large-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical Models. ACL 2011 (pdf)

Mar 25, 2013 Yonatan Bisk and Julia Hockenmaier. An HDP Model for Inducing Combinatory Categorial Grammars. TACL 2013 (pdf)

Mar 4, 2013 Mike Speriosu and Jason Baldridge. Text-Driven Toponym Resolution using Indirect Supervision. ACL 2013 (pdf)

Feb 18, 2013 William Blacoe and Mirella Lapata. A Comparison of Vector-based Representations for Semantic Composition. EMNLP 2012 (pdf)

Feb 4, 2013 Marco Baroni, Raffaella Bernardi, and Roberto Zamparelli. Frege in Space: A Program for Compositional Distributional Semantics, Chapter 5: Motivating compositional distributional semantics. 2013 (pdf)

Jan 17, 2013 Christopher D. Manning. Part-of-Speech Tagging from 97% to 100%: Is It Time for Some Linguistics?. CICLing 2011 (pdf)

2012

Date Paper

Nov 26, 2012 Jonathan Weese, Chris Callison-Burch, and Adam Lopez. Using Categorial Grammar to Label Translation Rules. WMT 2012 (pdf)

Nov 12, 2012 Jesse Dodge, Amit Goyal, Xufeng Han, Alyssa Mensch, Margaret Mitchell, Karl Stratos, Kota Yamaguchi, Yejin Choi, Hal Daume III, Alexander C. Berg, and Tamara L. Berg. Detecting Visual Text. NAACL 2012 (pdf)

Oct 29, 2012 Dan Garrette and Jason Baldridge. Learning a Part-of-Speech Tagger from Two Hours of Annotation. NAACL 2013 (pdf)

Oct 15, 2012 Eneko Agirre, Daniel Cer, Mona Diab, and Aitor Gonzalez-Agirre. SemEval-2012 Task 6: A Pilot on Semantic Textual Similarity. SemEval 2012 (pdf)

Oct 1, 2012 Tom Kwiatkowski, Sharon Goldwater, Luke Zettlemoyer, and Mark Steedman. A Probabilistic Model of Syntactic and Semantic Acquisition from Child-Directed Utterances and their Meanings. EACL 2012 (pdf)

Sept 17, 2012 Richard Socher, Brody Huval, Christopher D. Manning, and Andrew Y. Ng. Semantic Compositionality through Recursive Matrix-Vector Spaces. EMNLP 2012 (pdf)

Sept 7, 2012 Taylor Berg-Kirkpatrick, David Burkett, and Dan Klein. An Empirical Investigation of Statistical Significance in NLP. EMNLP 2012. (pdf)

May 4, 2012 Marco Baroni, Raffaella Bernardi, Ngoc-Quynh Do, and Chung-chieh Shan. Entailment above the word level in distributional semantics. EACL 2012. (pdf)

Apr 20, 2012 Ali Farhadi, Mohsen Hejrati, Mohammad Amin Sadeghi, Peter Young, Cyrus Rashtchian, Julia Hockenmaier, David Forsyth. Every picture tells a story: generating sentences from images. ECCV 2010. (pdf)

Apr 6, 2012 Dipanjan Das and Slav Petrov. Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections. ACL 2011. (pdf)

Mar 9, 2012 Ronan Collobert and Jason Weston. A Unified Architecture for Natural Language Processing: Deep Neural Networks with Multitask Learning. ICML 2008. (pdf)

Feb 24, 2012 Jonathan Berant, Ido Dagan, and Jacob Goldberger. Global Learning of Typed Entailment Rules. ACL 2011. (pdf)

Feb 10, 2012 Richard Socher, Eric H. Huang, Jeffrey Pennington, Andrew Y. Ng, and Christopher D. Manning. Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection. NIPS 2011. (pdf)

Jan 27, 2012 Wei Lu and Hwee Tou Ng. A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions. EMNLP 2011. (pdf)

2011

Date Paper

Dec 12, 2011 C. Dyer, J. H. Clark, A. Lavie, and N. A. Smith. Unsupervised Word Alignment with Arbitrary Features. ACL 2011. (pdf)

Nov 18, 2011 Shay B. Cohen, Dipanjan Das, and Noah A. Smith. Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance. EMNLP 2011. (pdf)

Nov 4, 2011 Edward Grefenstette and Mehrnoosh Sadrzadeh. Experimental Support for a Categorical Compositional Distributional Model of Meaning. EMNLP 2011. (pdf)

Oct 21, 2011 Percy Liang, Michael I. Jordan, Dan Klein. Learning Dependency-Based Compositional Semantics. ACL 2011. (pdf)

Oct 7, 2011 Ruchita Sarawgi, Kailash Gajulapalli, and Yejin Choi. Gender Attribution: Tracing Stylometric Evidence Beyond Topic and Genre. CoNLL 2011. (pdf)

Sep 23, 2011 Nathanael Chambers and Dan Jurafsky. Template-Based Information Extraction without the Templates. ACL 2011. (pdf)

Apr 4, 2011 Stephen Wu and William Schuler. Structured Composition of Semantic Vectors. IWCS 2011. (pdf)

Mar 21, 2011 Benjamin P. Wing and Jason Baldridge. Simple Supervised Document Geolocation with Geodesic Grids. ACL 2011. (pdf)

Mar 7, 2011 David L. Chen and William B. Dolan. Collecting Highly Parallel Data for Paraphrase Evaluation. ACL 2011. (pdf)

Feb 21, 2011 Elias Ponvert, Jason Baldridge, and Katrin Erk. Simple Unsupervised Grammar Induction from Raw Text with Cascaded Finite State Models. ACL 2011. (pdf)

Feb 7, 2011 Tahira Naseem, Harr Chen, Regina Barzilay, and Mark Johnson. Using Universal Linguistic Knowledge to Guide Grammar Induction. EMNLP 2010. (pdf)

Jan 28, 2011 Marco Baroni and Roberto Zamparelli. Nouns are Vectors, Adjectives are Matrices: Representing Adjective-Noun Constructions in Semantic Space. EMNLP 2010. (pdf)

2010

Date Paper

Nov 19, 2010 Tom Kwiatkowski, Luke Zettlemoyer, Sharon Goldwater, and Mark Steedman. Inducing Probabilistic CCG Grammars from Logical Form with Higher-order Unification. EMNLP 2010. (pdf)

Nov 5, 2010 T Moon, K Erk, and J Baldridge. Crouching Dirichlet, Hidden Markov Model: Unsupervised POS Tagging with Context Local Tag Generation. EMNLP 2010. (pdf)

Oct 22, 2010 J Reisinger and R Mooney. A Mixture Model with Sharing for Lexical Semantics. EMNLP 2010. (pdf)

Oct 8, 2010 Gregory Druck, Gideon Mann, Andrew McCallum. Learning from Labeled Features using Generalized Expectation Criteria. SIGIR 2008. (pdf)

Sep 24, 2010 N Madnani, J Boyd-Graber, P Resnik. Measuring Transitivity Using Untrained Annotators. NAACL 2010. (pdf)

Sep 10, 2010 Chiang, Knight, and Wang. 11001 New Features for Statistical Machine Translation. NAACL 2009. (pdf)

Sep 3, 2010 S.R.K. Branavan, Luke S. Zettlemoyer, Regina Barzilay. Reading Between the Lines: Learning to Map High-level Instructions to Commands. ACL 2010. (pdf)

May 10, 2010 Sujith Ravi, Jason Baldridge, and Kevin Knight. Minimized models and grammar-informed initialization for supertagging with highly ambiguous lexicons. ACL 2010. (pdf)

Apr 26, 2010 Reeder, P.A., Newport, E.L., & Aslin, R.N. The role of distributional information in linguistic category formation. CogSci 2009. (pdf)

Apr 12, 2010 Sindhu Raghavan, Adriana Kovashka, and Raymond Mooney. Authorship Attribution Using Probabilistic Context-Free Grammars. ACL 2010. (pdf)

Apr 12, 2010 Katrin Erk and Sebastian Pado. Exemplar-Based Models for Word Meaning In Context. ACL 2010. (pdf)

Mar 29, 2010 Dipanjan Das, Nathan Schneider, Desai Chen, and Noah A. Smith. Probabilistic Frame-Semantic Parsing. NAACL 2010. (pdf)

Mar 8, 2010 Adam Pauls and Dan Klein. K-Best A* Parsing . ACL 2009. (pdf)

Feb 22, 2010 Anne Hsu and Tom Griffiths. Differential Use of Implicit Negative Evidence in Generative and Discriminative Language Learning. NIPS 2009. (pdf)

Feb 8, 2010 Joe Reisinger and Ray Mooney. Multi-Prototype Vector-Space Models of Word Meaning. NAACL 2010. (pdf)

Jan 24, 2010 Markus Dreyer and Jason Eisner. Graphical Models over Multiple Strings. EMNLP 2009. (pdf)

2009

Date Paper

Dec 7, 2009 Sujith Ravi and Kevin Knight. Minimized Models for Unsupervised Part-of-Speech Tagging. ACL 2009. (pdf)

Nov 23, 2009 Levy, Reali, & Griffiths. Modeling the effects of memory on human online sentence processing with particle filters. NIPS 2009. (pdf)

Nov 9, 2009 Snyder, B., Naseem, T., & Barzilay, R. Unsupervised multilingual grammar induction. ACL 2009. (pdf)

Oct 26, 2009 Jenny Rose Finkel and Christopher D. Manning. Joint Parsing and Named Entity Recognition. NAACL 2009. (pdf)

Oct 12, 2009 Mimno, Wallach, Naradowsky, Smith and McCallum. Polylingual Topic Models. EMNLP 2009. (pdf)

Sep 28, 2009 Luke Zettlemoyer and Michael Collins. Learning Context-Dependent Mappings from Sentences to Logical Form. ACL 2009. (pdf)

Sep 14, 2009 Hoifung Poon and Pedro Domingos. Unsupervised Semantic Parsing. EMNLP 2009. (pdf)

Aug 31, 2009 Trevor Cohn, Phil Blunsom and Sharon Goldwater. Inducing Compact but Accurate Tree-Substitution Grammars. NAACL 2009. (pdf)

June 19, 2009 Jason Baldridge and Alexis Palmer. How well does active learning actually work? Time-based evaluation of cost-reduction strategies for language documentation. EMNLP 2009. (pdf)

May 22, 2009 Ruifang Ge and Raymond J. Mooney. Learning a Compositional Semantic Parser using an Existing Syntactic Parser. ACL 2009. (pdf)

May 8, 2009 Joseph Reisinger and Marius Pasca. Latent Variable Models of Concept-Attribute Attachment. ACL 2009. (pdf)

Apr 17, 2009 Katrin Erk, Diana McCarthy, and Nicholas Gaylord. Investigations on Word Senses and Word Usages. ACL 2009. (pdf)

Apr 3, 2009 M F Boston, J Hale, S Vasishth, U Patil and R Kliegl. Parsing costs as predictors of reading difficulty: An evaluation using the Potsdam Sentence Corpus. Journal of Eye Movement Research 2008. (pdf)

Mar 13, 2009 Colin Bannard, Elena Lieven, and Michael Tomasello. Modeling children's early grammatical knowledge. PNAS 2009. (pdf)

Feb 27, 2009 Sebastian Riedel and Ivan Meza-Ruiz. Collective Semantic Role Labelling with Markov Logic. CoNLL 2008. (pdf)

Feb 13, 2009 Cristian Danescu Niculescu-Mizil, Lillian Lee, and Richard Ducott. Without a 'doubt'? Unsupervised discovery of downward-entailing operators. NAACL 2009. (pdf)

Jan 30, 2009 Hinrich Schuetze and Michael Walsh. A graph-theoretic model of lexical syntactic acquisition. EMNLP 2008. (pdf)

Date	Paper
August 20, 2020	Hase and Bansal. Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?. ACL 2020 (pdf)
August 13, 2020	Bogin et al.. Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering. arXiv 2020 (pdf)
August 8, 2020	Tu et al.. An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models. arXiv 2020 (pdf)
July 30, 2020	Ribeiro et al.. Beyond Accuracy: Behavioral Testing of NLP Models with CheckList. ACL 2020 (pdf)
July 23, 2020	Dunietz et al.. To Test Machine Comprehension, Start by Defining Comprehension. ACL 2020 (pdf)
July 16, 2020	Arabshahi et al.. Conversational Neuro-Symbolic Commonsense Reasoning. arXiv 2020 (pdf)
July 2, 2020	Tabassum et al.. Code and Named Entity Recognition in StackOverflow. ACL 2020 (pdf)

Date	Paper
December 2, 2019	Ning et al.. Joint Reasoning for Temporal and Causal Relations. ACL 2018 (pdf)
November 18, 2019	Co-Reyes et al.. Guiding Policies with Language via Meta-Learning. ICLR 2019 (pdf)
November 4, 2019	Suhr et al.. Executing instructions in situated collaborative interactions. EMNLP 2019 (pdf)
October 21, 2019	Zhang and Bansal. Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering. EMNLP 2019 (pdf)
October 7, 2019	Zhang et al.. BERTSCORE: Evaluating Text Generation with BERT. ICLR 2020 (pdf)
September 23, 2019	Liu et al.. RoBERTa: A Robustly Optimized BERT Pretraining Approach. arXiv 2019 (pdf)
September 9, 2019	Welleck et al.. Non-Monotonic Sequential Text Generation. ICML 2019 (pdf)
August 21, 2019	Tsai et al.. Multimodal Transformer for Unaligned Multimodal Language Sequences. ACL 2019 (pdf)
August 14, 2019	Bosselut et al.. COMET: Commonsense Transformers for Automatic Knowledge Graph Construction. ACL 2019 (pdf)
August 7, 2019	Chan et al.. KERMIT: Generative Insertion-Based Modeling for Sequences. arXiv 2019 (pdf)
July 24, 2019	Li and Srikumar. Augmenting Neural Networks with First-order Logic. ACL 2019 (pdf)
July 10, 2019	Glavaš et al.. How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions. ACL 2019 (pdf)
July 3, 2019	Dror, Shlomov, and Reichart. Deep Dominance - How to Properly Compare Deep Neural Models. ACL 2019 (pdf)
June 26, 2019	Lebanoff et al.. Scoring Sentence Singletons and Pairs for Abstractive Summarization. ACL 2019 (pdf)
June, 2019	Lee, Chang, and Toutanova. Latent Retrieval for Weakly Supervised Open Domain Question Answering. ACL 2019 (pdf)
April 22, 2019	Hashimoto, Zhang, and Liang. Unifying Human and Statistical Evaluation for Natural Language Generation. NAACL 2019 (pdf)
April 1, 2019	Choi et al.. Ultra-Fine Entity Typing. ACL 2018 (pdf)
March 11, 2019	Strubell, Verga, Belanger, and McCallum. Fast and Accurate Entity Recognition with Iterated Dilated Convolutions. EMNLP 2017 (pdf)
February 4, 2019	Tenney et al.. What Do You Learn from Context? Probing for Sentence Structure in Contextualized Word Representations. ICLR 2019 (pdf)

Date	Paper
March 24, 2017	Dubey, Keller, and Sturt. Probabilistic Modeling of Discourse-Aware Sentence Processing. Topics in Cognitive Science 2013 (pdf)
March 3, 2017	Dong and Lapata. Language to Logical Form with Neural Attention. ACL 2016 (pdf)
February 17, 2017	Li and Nenkova. The Instantiation Discourse Relation: A Corpus Analysis of Its Properties and Improved Detection. NAACL-HLT 2016 (pdf)
February 3, 2017	Sayeed, Greenberg, and Demberg. Thematic fit evaluation: an aspect of selectional preferences. Workshop on Evaluating Vector-Space Representations for NLP 2016 (pdf)
January 20, 2017	Kuncoro et. al.. What Do Recurrent Neural Network Grammars Learn About Syntax?. EACL 2017 (pdf)

Date	Paper
October 24, 2016	Kotlerman et al.. Textual entailment graphs. NLE 2015 (pdf)
October 10, 2016	Lee, Lewis, and Zettlemoyer. Global Neural CCG Parsing with Optimality Guarantees. ArXiv 2016 (pdf)
September 26, 2016	Gutierrez, Levy and Bergen. Finding Non-Arbitrary Form-Meaning Systematicity Using String-Metric Learning for Kernel Regression. ACL 2016 (pdf)
September 12, 2016	Internal peer review: Ye's EMNLP 2016 paper.
August 29, 2016	Shwartz, Goldberg, and Dagan. Improving Hypernymy Detection with an Integrated Path-based and Distributional Method. ACL 2016 (pdf)
May 2, 2016	Wen et al.. A Network-based End-to-End Trainable Task-oriented Dialogue System. ArXiv 2016 (pdf)
April 18, 2016	Nakashole and Mitchell. Language-Aware Truth Assessment of Fact Candidate. ACL 2014 (pdf)
April 4, 2016	Durrett and Klein. A Joint Model for Entity Analysis: Coreference, Typing, and Linking. TACL 2014 (pdf)
March 21, 2016	Bansal, Gimpel and Livescu. Tailoring Continuous Word Representations for Dependency Parsing. ACL 2014 (pdf)
March 7, 2016	Strubell et al.. Learning Dynamic Feature Selection for Fast Sequential Prediction. ArXiv 2015 (pdf)
February 22, 2016	Krishnan and Eisenstein. "You’re Mr. Lebowski, I’m the Dude": Inducing Address Term Formality in Signed Social Networks. NAACL 2015 (pdf)
February 8, 2016	Internal peer review (Islam's NAACL2016 submission)
January 25, 2016	Vinyals et al.. Grammar as a Foreign Language. NIPS 2015 (pdf)

Date	Paper
December 14, 2015	Chris Manning. Computational Linguistics and Deep Learning. CompLing Squib 2015 (pdf)
November 30, 2015	. . ACL 2005 (pdf)
November 9, 2015	Yoav Artzi, Kenton Lee Luke Zettlemoyer. Broad-coverage CCG Semantic Parsing with AMR. EMNLP 2015 (pdf)
Oct 26, 2015	Asad Sayeed, Stefan Fischer, and Vera Demberg Vector-space calculation of semantic surprisal for predicting word pronunciation duration ACL 2015 (pdf)
Oct 12, 2015	Ryan Kiros, Yukun Zhu, Ruslan Salakhutdinov, Richard S. Zemel, Antonio Torralba, Raquel Urtasun, Sanja Fidler Skip-Thought Vectors NIPS 2015 (pdf)
Sept 28, 2015	Luke Vilnis, Andrew McCallum. Word Representations via Gaussian Embedding. ICLR 2015 (pdf)
Sept 14, 2015	Bowman et al. A large annotated corpus for learning natural language inference. EMNLP 2015 (pdf)
May 14, 2015	Nazneen Practice Talk
April 30, 2015	Ray's ACL submission
April 2, 2015	Dan's Defense
Mar 5, 2015	Dani Yogatama and Noah A. Smith. Linguistic Structured Sparsity in Text Categorization. ACL 2014 (pdf)
Feb 5, 2015	Dan's Practice Talk

Date	Paper
Oct 10, 2014	Omer Levy and Yoav Goldberg. Neural Word Embeddings as Implicit Matrix Factorization. NIPS 2014 (pdf)
Sept 24, 2014	Jeffrey Flanigan, Sam Thomson, Jaime Carbonell, Chris Dyer, and Noah A. Smith. A Discriminative Graph-Based Parser for the Abstract Meaning Representation. ACL 2014 (pdf)
Sept 10, 2014	Karl Moritz Hermann, Dipanjan Das, Jason Weston, Kuzman Ganchev. Semantic Frame Identification with Distributed Word Representations. ACL 2014 (pdf)
Apr 23, 2014	Angeliki Lazaridou, Elia Bruni, and Marco Baroni. Is this a wampimuk? Cross-modal mapping between distributional semantics and the visual world. ACL 2014 (pdf)
Apr 9, 2014	Sowmya Vajjala and Detmar Meurers. On Improving the Accuracy of Readability Classiﬁcation using Insights from Second Language Acquisition. Workshop on the Innovative Use of NLP for Building Educational Applications 2012 (pdf)
Mar 26, 2014	Ni Lao, Amarnag Subramanya, Fernando Pereira, William W. Cohen. Reading The Web with Learned Syntactic-Semantic Inference Rules. EMNLP 2012 (pdf)
Mar 5, 2014	Tomas Mikolov, Quoc V. Le, and Ilya Sutskever. Exploiting Similarities among Languages for Machine Translation. 2013 (pdf)
Feb 19, 2014	Richard Socher, Alex Perelygin, Jean Wu, Jason Chuang, Chris Manning, Andrew Ng, and Chris Potts. Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank. EMNLP 2013 (pdf)
Feb 5, 2014	Jonathan Berant, Andrew Chou, Roy Frostig, and Percy Liang. Semantic Parsing on Freebase from Question-Answer Pairs. EMNLP 2013 (pdf)
Jan 22, 2014	Michael Auli and Adam Lopez. A Comparison of Loopy Belief Propagation and Dual Decomposition for Integrated CCG Supertagging and Parsing. ACL 2011 (pdf)

Date	Paper
Dec 5, 2013	Valentin I. Spitkovsky, Hiyan Alshawi, and Daniel Jurafsky. Breaking Out of Local Optima with Count Transforms and Model Recombination: A Study in Grammar Induction. EMNLP 2013 (pdf)
Nov 21, 2013	Tom Kwiatkowski, Eunsol Choi, Yoav Artzi, and Luke Zettlemoyer. Scaling Semantic Parsers with On-the-fly Ontology Matching. EMNLP 2013 (pdf)
Nov 7, 2013	Edward Grefenstette. Towards a Formal Distributional Semantics: Simulating Logical Calculi with Tensors. *SEM 2013 (pdf)
Oct 10, 2013	Richard Socher, John Bauer, Christopher D. Manning, and Andrew Y. Ng. Parsing with Compositional Vector Grammars. ACL 2013 (pdf)
Sept 26, 2013	Jacob Eisenstein. What to do about bad language on the internet. NAACL 2013 (pdf)
Sept 12, 2013	Stephen Roller and Sabine Schulte im Walde. A Multimodal LDA Model integrating Textual, Cognitive and Visual Modalities. EMNLP 2013 (pdf)
Apr 22, 2013	D Bär, C Biemann, I Gurevych, and T Zesch. UKP: Computing Semantic Textual Similarity by Combining Multiple Content Similarity Measures. SemEval STS task 2012 (pdf)
Apr 8, 2013	Sameer Singh, Amarnag Subramanya, Fernando Pereira, and Andrew McCallum. Large-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical Models. ACL 2011 (pdf)
Mar 25, 2013	Yonatan Bisk and Julia Hockenmaier. An HDP Model for Inducing Combinatory Categorial Grammars. TACL 2013 (pdf)
Mar 4, 2013	Mike Speriosu and Jason Baldridge. Text-Driven Toponym Resolution using Indirect Supervision. ACL 2013 (pdf)
Feb 18, 2013	William Blacoe and Mirella Lapata. A Comparison of Vector-based Representations for Semantic Composition. EMNLP 2012 (pdf)
Feb 4, 2013	Marco Baroni, Raffaella Bernardi, and Roberto Zamparelli. Frege in Space: A Program for Compositional Distributional Semantics, Chapter 5: Motivating compositional distributional semantics. 2013 (pdf)
Jan 17, 2013	Christopher D. Manning. Part-of-Speech Tagging from 97% to 100%: Is It Time for Some Linguistics?. CICLing 2011 (pdf)

Date	Paper
Nov 26, 2012	Jonathan Weese, Chris Callison-Burch, and Adam Lopez. Using Categorial Grammar to Label Translation Rules. WMT 2012 (pdf)
Nov 12, 2012	Jesse Dodge, Amit Goyal, Xufeng Han, Alyssa Mensch, Margaret Mitchell, Karl Stratos, Kota Yamaguchi, Yejin Choi, Hal Daume III, Alexander C. Berg, and Tamara L. Berg. Detecting Visual Text. NAACL 2012 (pdf)
Oct 29, 2012	Dan Garrette and Jason Baldridge. Learning a Part-of-Speech Tagger from Two Hours of Annotation. NAACL 2013 (pdf)
Oct 15, 2012	Eneko Agirre, Daniel Cer, Mona Diab, and Aitor Gonzalez-Agirre. SemEval-2012 Task 6: A Pilot on Semantic Textual Similarity. SemEval 2012 (pdf)
Oct 1, 2012	Tom Kwiatkowski, Sharon Goldwater, Luke Zettlemoyer, and Mark Steedman. A Probabilistic Model of Syntactic and Semantic Acquisition from Child-Directed Utterances and their Meanings. EACL 2012 (pdf)
Sept 17, 2012	Richard Socher, Brody Huval, Christopher D. Manning, and Andrew Y. Ng. Semantic Compositionality through Recursive Matrix-Vector Spaces. EMNLP 2012 (pdf)
Sept 7, 2012	Taylor Berg-Kirkpatrick, David Burkett, and Dan Klein. An Empirical Investigation of Statistical Significance in NLP. EMNLP 2012. (pdf)
May 4, 2012	Marco Baroni, Raffaella Bernardi, Ngoc-Quynh Do, and Chung-chieh Shan. Entailment above the word level in distributional semantics. EACL 2012. (pdf)
Apr 20, 2012	Ali Farhadi, Mohsen Hejrati, Mohammad Amin Sadeghi, Peter Young, Cyrus Rashtchian, Julia Hockenmaier, David Forsyth. Every picture tells a story: generating sentences from images. ECCV 2010. (pdf)
Apr 6, 2012	Dipanjan Das and Slav Petrov. Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections. ACL 2011. (pdf)
Mar 9, 2012	Ronan Collobert and Jason Weston. A Unified Architecture for Natural Language Processing: Deep Neural Networks with Multitask Learning. ICML 2008. (pdf)
Feb 24, 2012	Jonathan Berant, Ido Dagan, and Jacob Goldberger. Global Learning of Typed Entailment Rules. ACL 2011. (pdf)
Feb 10, 2012	Richard Socher, Eric H. Huang, Jeffrey Pennington, Andrew Y. Ng, and Christopher D. Manning. Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection. NIPS 2011. (pdf)
Jan 27, 2012	Wei Lu and Hwee Tou Ng. A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions. EMNLP 2011. (pdf)

Date	Paper
Dec 12, 2011	C. Dyer, J. H. Clark, A. Lavie, and N. A. Smith. Unsupervised Word Alignment with Arbitrary Features. ACL 2011. (pdf)
Nov 18, 2011	Shay B. Cohen, Dipanjan Das, and Noah A. Smith. Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance. EMNLP 2011. (pdf)
Nov 4, 2011	Edward Grefenstette and Mehrnoosh Sadrzadeh. Experimental Support for a Categorical Compositional Distributional Model of Meaning. EMNLP 2011. (pdf)
Oct 21, 2011	Percy Liang, Michael I. Jordan, Dan Klein. Learning Dependency-Based Compositional Semantics. ACL 2011. (pdf)
Oct 7, 2011	Ruchita Sarawgi, Kailash Gajulapalli, and Yejin Choi. Gender Attribution: Tracing Stylometric Evidence Beyond Topic and Genre. CoNLL 2011. (pdf)
Sep 23, 2011	Nathanael Chambers and Dan Jurafsky. Template-Based Information Extraction without the Templates. ACL 2011. (pdf)
Apr 4, 2011	Stephen Wu and William Schuler. Structured Composition of Semantic Vectors. IWCS 2011. (pdf)
Mar 21, 2011	Benjamin P. Wing and Jason Baldridge. Simple Supervised Document Geolocation with Geodesic Grids. ACL 2011. (pdf)
Mar 7, 2011	David L. Chen and William B. Dolan. Collecting Highly Parallel Data for Paraphrase Evaluation. ACL 2011. (pdf)
Feb 21, 2011	Elias Ponvert, Jason Baldridge, and Katrin Erk. Simple Unsupervised Grammar Induction from Raw Text with Cascaded Finite State Models. ACL 2011. (pdf)
Feb 7, 2011	Tahira Naseem, Harr Chen, Regina Barzilay, and Mark Johnson. Using Universal Linguistic Knowledge to Guide Grammar Induction. EMNLP 2010. (pdf)
Jan 28, 2011	Marco Baroni and Roberto Zamparelli. Nouns are Vectors, Adjectives are Matrices: Representing Adjective-Noun Constructions in Semantic Space. EMNLP 2010. (pdf)

Date	Paper
Nov 19, 2010	Tom Kwiatkowski, Luke Zettlemoyer, Sharon Goldwater, and Mark Steedman. Inducing Probabilistic CCG Grammars from Logical Form with Higher-order Unification. EMNLP 2010. (pdf)
Nov 5, 2010	T Moon, K Erk, and J Baldridge. Crouching Dirichlet, Hidden Markov Model: Unsupervised POS Tagging with Context Local Tag Generation. EMNLP 2010. (pdf)
Oct 22, 2010	J Reisinger and R Mooney. A Mixture Model with Sharing for Lexical Semantics. EMNLP 2010. (pdf)
Oct 8, 2010	Gregory Druck, Gideon Mann, Andrew McCallum. Learning from Labeled Features using Generalized Expectation Criteria. SIGIR 2008. (pdf)
Sep 24, 2010	N Madnani, J Boyd-Graber, P Resnik. Measuring Transitivity Using Untrained Annotators. NAACL 2010. (pdf)
Sep 10, 2010	Chiang, Knight, and Wang. 11001 New Features for Statistical Machine Translation. NAACL 2009. (pdf)
Sep 3, 2010	S.R.K. Branavan, Luke S. Zettlemoyer, Regina Barzilay. Reading Between the Lines: Learning to Map High-level Instructions to Commands. ACL 2010. (pdf)
May 10, 2010	Sujith Ravi, Jason Baldridge, and Kevin Knight. Minimized models and grammar-informed initialization for supertagging with highly ambiguous lexicons. ACL 2010. (pdf)
Apr 26, 2010	Reeder, P.A., Newport, E.L., & Aslin, R.N. The role of distributional information in linguistic category formation. CogSci 2009. (pdf)
Apr 12, 2010	Sindhu Raghavan, Adriana Kovashka, and Raymond Mooney. Authorship Attribution Using Probabilistic Context-Free Grammars. ACL 2010. (pdf)
Apr 12, 2010	Katrin Erk and Sebastian Pado. Exemplar-Based Models for Word Meaning In Context. ACL 2010. (pdf)
Mar 29, 2010	Dipanjan Das, Nathan Schneider, Desai Chen, and Noah A. Smith. Probabilistic Frame-Semantic Parsing. NAACL 2010. (pdf)
Mar 8, 2010	Adam Pauls and Dan Klein. K-Best A* Parsing . ACL 2009. (pdf)
Feb 22, 2010	Anne Hsu and Tom Griffiths. Differential Use of Implicit Negative Evidence in Generative and Discriminative Language Learning. NIPS 2009. (pdf)
Feb 8, 2010	Joe Reisinger and Ray Mooney. Multi-Prototype Vector-Space Models of Word Meaning. NAACL 2010. (pdf)
Jan 24, 2010	Markus Dreyer and Jason Eisner. Graphical Models over Multiple Strings. EMNLP 2009. (pdf)

Date	Paper
Dec 7, 2009	Sujith Ravi and Kevin Knight. Minimized Models for Unsupervised Part-of-Speech Tagging. ACL 2009. (pdf)
Nov 23, 2009	Levy, Reali, & Griffiths. Modeling the effects of memory on human online sentence processing with particle filters. NIPS 2009. (pdf)
Nov 9, 2009	Snyder, B., Naseem, T., & Barzilay, R. Unsupervised multilingual grammar induction. ACL 2009. (pdf)
Oct 26, 2009	Jenny Rose Finkel and Christopher D. Manning. Joint Parsing and Named Entity Recognition. NAACL 2009. (pdf)
Oct 12, 2009	Mimno, Wallach, Naradowsky, Smith and McCallum. Polylingual Topic Models. EMNLP 2009. (pdf)
Sep 28, 2009	Luke Zettlemoyer and Michael Collins. Learning Context-Dependent Mappings from Sentences to Logical Form. ACL 2009. (pdf)
Sep 14, 2009	Hoifung Poon and Pedro Domingos. Unsupervised Semantic Parsing. EMNLP 2009. (pdf)
Aug 31, 2009	Trevor Cohn, Phil Blunsom and Sharon Goldwater. Inducing Compact but Accurate Tree-Substitution Grammars. NAACL 2009. (pdf)
June 19, 2009	Jason Baldridge and Alexis Palmer. How well does active learning actually work? Time-based evaluation of cost-reduction strategies for language documentation. EMNLP 2009. (pdf)
May 22, 2009	Ruifang Ge and Raymond J. Mooney. Learning a Compositional Semantic Parser using an Existing Syntactic Parser. ACL 2009. (pdf)
May 8, 2009	Joseph Reisinger and Marius Pasca. Latent Variable Models of Concept-Attribute Attachment. ACL 2009. (pdf)
Apr 17, 2009	Katrin Erk, Diana McCarthy, and Nicholas Gaylord. Investigations on Word Senses and Word Usages. ACL 2009. (pdf)
Apr 3, 2009	M F Boston, J Hale, S Vasishth, U Patil and R Kliegl. Parsing costs as predictors of reading difficulty: An evaluation using the Potsdam Sentence Corpus. Journal of Eye Movement Research 2008. (pdf)
Mar 13, 2009	Colin Bannard, Elena Lieven, and Michael Tomasello. Modeling children's early grammatical knowledge. PNAS 2009. (pdf)
Feb 27, 2009	Sebastian Riedel and Ivan Meza-Ruiz. Collective Semantic Role Labelling with Markov Logic. CoNLL 2008. (pdf)
Feb 13, 2009	Cristian Danescu Niculescu-Mizil, Lillian Lee, and Richard Ducott. Without a 'doubt'? Unsupervised discovery of downward-entailing operators. NAACL 2009. (pdf)
Jan 30, 2009	Hinrich Schuetze and Michael Walsh. A graph-theoretic model of lexical syntactic acquisition. EMNLP 2008. (pdf)