Automatic domain adaptation for parsing

NAACL HLT 2010 - Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Proceedings of the Main Conference

Volumn , Issue , 2010, Pages 28-36

  McClosky, David ^a,b   Charniak, Eugene ^b   Johnson, Mark ^b,c  

^a STANFORD UNIVERSITY   (United States)

^b BROWN UNIVERSITY   (United States)

^c MACQUARIE UNIVERSITY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

DIFFERENT DOMAINS; DOCUMENT COLLECTION; DOMAIN ADAPTATION; HETEROGENEOUS DOMAINS; LINEAR COMBINATIONS; MULTIPLE SOURCE; QUANTITATIVE MEASURES; STATISTICAL PARSER;

COMPUTATIONAL LINGUISTICS;

EID: 84863395582     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (26)

1. Michiel Bacchiani, Michael Riley, Brian Roark, and Richard Sproat. 2006. MAP adaptation of stochastic grammars. Computer Speech and Language, 20(1):41-68. (Pubitemid 41605384)
2. Ann Bies. 2007. GALE Phase 3 Release 1 - English Translation Treebank. Linguistic Data Consortium. LDC2007E105.
3. John Blitzer, Mark Dredze, and Fernando Pereira. 2007. Biographies, bollywood, boom-boxes and blenders: Domain adaptation for sentiment classification. In Association for Computational Linguistics, Prague, Czech Republic.
4. Xavier Carreras, Michael Collins, and Terry Koo. 2008. TAG, dynamic programming, and the perceptron for efficient, feature-rich parsing. In Proceedings of CoNLL 2008, pages 9-16, Manchester, England, August.
5. Eugene Charniak and Mark Johnson. 2005. Coarse-to-fine n-best parsing and MaxEnt discriminative reranking. In Proceedings of the ACL 2005, pages 173-180.
6. Eugene Charniak. 2000. A maximum-entropy-inspired parser. In Proceedings of the North American Chapter of the ACL (NAACL), pages 132-139.
7. Michael Collins. 1999. Head-driven Statistical Models for Natural Language Parsing. Ph.D. thesis, The University of Pennsylvania.
8. Hal Daumé III. 2007. Frustratingly easy domain adaptation. In Proceedings of ACL 2007, Prague, Czech Republic.
9. Mark Dredze and Koby Crammer. 2008. Online methods for multi-domain learning and adaptation. In Proceedings of the EMNLP 2008, pages 689-697, Honolulu, Hawaii, October.
10. Jenny Rose Finkel and Christopher D. Manning. 2009. Hierarchical bayesian domain adaptation. In Proceedings of HLT-NAACL 2009, pages 602-610, Boulder, Colorado, June.
11. Jennifer Foster and Josef van Genabith. 2008. Parser evaluation and the bnc: Evaluating 4 constituency parsers with 3 metrics. In Proceedings LREC 2008, Marrakech, Morocco, May.
12. W. Nelson Francis and Henry Kučera. 1979. Manual of Information to accompany a Standard Corpus of Present-day Edited American English, for use with Digital Computers. Brown University, Providence, Rhode Island.
13. Daniel Gildea. 2001. Corpus variation and parser performance. In Empirical Methods in Natural Language Processing (EMNLP), pages 167-202.
14. David Graff. 1995. North American News Text Corpus. Linguistic Data Consortium. LDC95T21.
15. Mark Johnson, Eugene Charniak, and Matthew Lease. 2004. An improved model for recognizing disfluencies in conversational speech. In Proc. of the Rich Text 2004 Fall Workshop (RT-04F).
16. Daisuke Kawahara and Kiyotaka Uchimoto. 2008. Learning reliability of parses for domain adaptation of dependency parsing. In Third International Joint Conference on Natural Language Processing (IJCNLP '08).
17. Mitchell P. Marcus, Beatrice Santorini, and Mary Ann Marcinkiewicz. 1993. Building a large annotated corpus of English: The Penn Treebank. Comp. Linguistics, 19(2):313-330.
18. David McClosky, Eugene Charniak, and Mark Johnson. 2006a. Effective self-training for parsing. In Proceedings of HLT-NAACL 2006, pages 152-159.
19. David McClosky, Eugene Charniak, and Mark Johnson. 2006b. Reranking and self-training for parser adaptation. In Proceedings of COLING-ACL 2006, pages 337-344, Sydney, Australia, July. Association for Computational Linguistics.
20. Slav Petrov and Dan Klein. 2007. Improved inference for unlexicalized parsing. In Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference, pages 404-411, Rochester, New York, April. Association for Computational Linguistics.
21. Barbara Plank and Khalil Sima'an. 2008. Subdomain sensitive statistical parsing using raw corpora. In Proceedings of the Sixth International Language Resources and Evaluation (LREC'08), Marrakech, Morocco, May.
22. Sujith Ravi, Kevin Knight, and Radu Soricut. 2008. Automatic prediction of parser accuracy. In Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, pages 887-896, Honolulu, Hawaii, October. Association for Computational Linguistics.
23. Hinrich Schütze. 1995. Distributional part-of-speech tagging. In Proceedings of the 7th conference of the EACL, pages 141-148.
24. Satoshi Sekine. 1997. The domain dependence of parsing. In Proc. Applied Natural Language Processing (ANLP), pages 96-102.
25. Jun Suzuki, Hideki Isozaki, Xavier Carreras, and Michael Collins. 2009. An empirical study of semi-supervised structured conditional models for dependency parsing. In Proceedings EMNLP 2009, pages 551-560, Singapore, August.
26. Yuka Tateisi, Akane Yakushiji, Tomoko Ohta, and Jun'ichi Tsujii. 2005. Syntax Annotation for the GENIA corpus. Proceedings of IJCNLP 2005, Companion volume, pages 222-227.