Natural Language Learning

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[ 2013 | 2012 | 2011 | 2010 | 2009 ]

2013

Date Paper

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
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)