David McClosky: Publications

2016

Oren Melamud, David McClosky, Mohit Bansal, and Siddharth Patwardhan. The Role of Context Types and Dimensionality in Learning Word Embeddings. North American Chapter of the Association for Computational Linguistics - Human Language Technologies 2016 Conference (NAACL 2016), San Diego, California. [PDF] [slides]

Do Kook Choe, David McClosky, and Eugene Charniak. Syntactic Parse Fusion. Conference on Empirical Methods in Natural Language Processing (EMNLP 2015), Lisbon, Portugal. [PDF] [code]
Do Kook Choe and David McClosky. Parsing Paraphrases with Joint Inference. Association for Computational Linguistics (ACL 2015), Beijing, China. [ACL version] [director's cut] [poster]

Christopher D. Manning, Mihai Surdeanu, John Bauer, Jenny Finkel, Steven J. Bethard, and David McClosky. The Stanford CoreNLP Natural Language Processing Toolkit. Association for Computational Linguistics: System Demonstrations (ACL 2014), Baltimore, Maryland. [PDF]
[code]

David McClosky and Christopher D. Manning. Learning Constraints for Consistent Timeline Extraction. Conference on Empirical Methods in Natural Language Processing and Natural Language Learning (EMNLP-CoNLL 2012), Jeju, Korea. [PDF] [dataset]
David McClosky, Sebastian Riedel, Mihai Surdeanu, Andrew McCallum, and Christopher D. Manning. Combining Joint Models for Biomedical Event Extraction. BMC Bioinformatics. [HTML] [PDF]
David McClosky, Wanxiang Che, Marta Recasens, Mengqiu Wang, Richard Socher, and Christopher D. Manning. Stanford's System for Parsing the English Web. Notes of the First Workshop on Syntactic Analysis of Non-Canonical Language (SANCL 2012), Montreal, Canada. [PDF]

David McClosky, Mihai Surdeanu, and Christopher D. Manning. Event Extraction as Dependency Parsing. Association of Computational Linguistics: Human Language Technologies (ACL 2011), Portland, Oregon. [PDF] [poster] [UWisc talk slides] [software]
Sebastian Riedel, David McClosky, Mihai Surdeanu, Andrew McCallum, and Christopher D. Manning. Model Combination for Event Extraction in BioNLP 2011. Natural Language Processing in Biomedicine ACL 2011 Workshop (BioNLP 2011), Portland, Oregon. [PDF] [slides]
David McClosky, Mihai Surdeanu, and Christopher D. Manning. Event Extraction as Dependency Parsing in BioNLP 2011. Natural Language Processing in Biomedicine ACL 2011 Workshop (BioNLP 2011), Portland, Oregon. [PDF] [slides]
Mihai Surdeanu, David McClosky, Mason R. Smith, Andrey Gusev, and Christopher D. Manning. Customizing an Information Extraction System to a New Domain. Workshop on Relational Models of Semantics (RELMS 2011), Portland, Oregon. [PDF] [slides] [bib]
Mihai Surdeanu, Sonal Gupta, John Bauer, David McClosky, Angel X. Chang, Valentin I. Spitkovsky, Christopher D. Manning. Stanford’s Distantly-Supervised Slot-Filling System. Text Analysis Conference (TAC 2011), Gaithersburg, MD. [PDF]

David McClosky, Eugene Charniak, and Mark Johnson. Automatic Domain Adaptation for Parsing. North American Chapter of the Association for Computational Linguistics - Human Language Technologies 2010 Conference (NAACL-HLT 2010), Los Angeles, CA. [PDF] [slides]
David McClosky. Any Domain Parsing: Automatic Domain Adapatation for Parsing. Ph.D. Thesis, Brown. May 2010. [PDF] [thesis defense slides]
Mihai Surdeanu, David McClosky, Julie Tibshirani, John Bauer, Angel X. Chang, Valentin I. Spitkovsky, and Christopher D. Manning. A Simple Distant Supervision Approach for the TAC-KBP Slot Filling Task. Third Text Analysis Conference (TAC 2010), Gaithersburg, MD. [PDF] [bib]

William P. Headden III, Mark Johnson, and David McClosky. Improving Unsupervised Dependency Parsing with Richer Contexts and Smoothing. North American Chapter of the Association for Computational Linguistics - Human Language Technologies 2009 Conference (NAACL-HLT 2009), Boulder, Colorado. [PDF]

David McClosky, Eugene Charniak, and Mark Johnson. BLLIP North American News Text. Linguistic Data Consortium, Philadelphia, 2008. [complete] [general]
David McClosky. Modeling Valence Effects in Unsupervised Grammar Induction. Technical Report CS-09-01, Brown University, Providence, RI, USA, 2008. [PDF]
David McClosky, Eugene Charniak, and Mark Johnson. When is Self-Training Effective for Parsing? Proceedings of the International Conference on Computational Linguistics (COLING 2008), Manchester, UK. [PDF] [slides]
William P. Headden III, David McClosky, and Eugene Charniak. Evaluating Unsupervised Part-of-Speech Tagging for Grammar Induction. Proceedings of the International Conference on Computational Linguistics (COLING 2008), Manchester, UK. [PDF]
David McClosky and Eugene Charniak. Self-Training for Biomedical Parsing. Proceedings of the Association for Computational Linguistics (ACL 2008, short papers), Columbus, Ohio. [PDF] [poster]

David McClosky, Eugene Charniak, and Mark Johnson. Reranking and Self-Training for Parser Adaptation. Proceedings of the Association for Computational Linguistics (COLING-ACL 2006), Sydney, Australia. [PDF] [slides]
Matthew Lease, Eugene Charniak, Mark Johnson, and David McClosky. A Look At Parsing and Its Applications. Proceedings of American Association for Artificial Intelligence (AAAI 2006), Boston, Massachusetts. [PDF]
David McClosky, Eugene Charniak, and Mark Johnson. Effective Self-Training for Parsing. Proceedings of the Conference on Human Language Technology and North American chapter of the Association for Computational Linguistics (HLT-NAACL 2006), Brooklyn, New York. [PDF] [slides] [self-trained parser model]

Sharon Goldwater and David McClosky. Improving Statistical MT through Morphological Analysis. Proceedings of the Conference on Human Language Technology and Empirical Methods in Natural Language Processing (HLT-EMNLP 2005), Vancouver, Canada. [PDF] [poster]