A fully unsupervised word sense disambiguation method using dependency knowledge

NAACL HLT 2009 - Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Proceedings of the Conference

Volumn , Issue , 2009, Pages 28-36

  Chen, Ping ^a   Ding, Wei ^b   Bowes, Chris ^a   Brown, David ^a  

^a UNIVERSITY OF HOUSTON DOWNTOWN   (United States)

^b UNIVERSITY OF MASSACHUSETTS BOSTON   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; FRACTURE MECHANICS; SEMANTICS;

AUTOMATIC APPROACHES; COARSE-GRAINED; REAL WORLD SETTING; SEMANTICS OF NATURAL LANGUAGE; SUPERVISED SYSTEMS; UNANNOTATED TEXTS; WORD SENSE DISAMBIGUATION; WORD SENSE DISAMBIGUATION SYSTEMS;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 84863393549     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3115/1620754.1620759     Document Type: Conference Paper

References (21)

1. Agirre, Eneko, Philip Edmonds (eds.). 2006. Word Sense Disambiguation: Algorithms and Applications, Springer.
2. Chklovski, T. and Mihalcea, R. 2002. Building a sense tagged corpus with open mind word expert. In Proceedings of the Acl-02 Workshop on Word Sense Disambiguation: Recent Successes and Future Directions, Morristown, NJ, 116-122.
3. C. Fellbaum, WordNet: An Electronic Lexical Database, MIT press, 1998
4. Project Gutenberg, available at www.gutenberg.org
5. Hearst, M. (1991) Noun Homograph Disambiguation Using Local Context in Large Text Corpora, Proc. 7th Annual Conference of the University of Waterloo Center for the New OED and Text Research, Oxford.
6. Nancy Ide and Jean Véronis. 1998. Introduction to the special issue on word sense disambiguation: the state of the art. Comput. Linguist., 24(1):2-40.
7. Kister, Ken. "Dictionaries defined", Library Journal, Vol. 117 Issue 11, p43, 4p, 2bw
8. Lesk, M. 1986. Automatic sense disambiguation using machine readable dictionaries: how to tell a pine cone from an ice cream cone. In Proceedings of the 5th Annual international Conference on Systems Documentation (Toronto, Ontario, Canada). V. DeBuys, Ed. SIG-DOC '86.
9. Dekang Lin. 1998. Dependency-based evaluation of minipar. In Proceedings of the LREC Workshop on the Evaluation of Parsing Systems, pages 234-241, Granada, Spain.
10. Lin, D. 1997. Using syntactic dependency as local context to resolve word sense ambiguity. In Proceedings of the 35th Annual Meeting of the Association For Computational Linguistics and Eighth Conference of the European Chapter of the Association For Computational Linguistics (Madrid, Spain, July 07 - 12, 1997).
11. Rada Mihalcea, Using Wikipedia for Automatic Word Sense Disambiguation, in Proceedings of the North American Chapter of the Association for Computational Linguistics (NAACL 2007), Rochester, April 2007.
12. Rada Mihalcea. 2002. Instance based learning with automatic feature selection applied to word sense disambiguation. In Proceedings of the 19th international conference on Computational linguistics, pages 1-7, Morristown, NJ.
13. Dan Moldovan and Vasile Rus, Explaining Answers with Extended WordNet, ACL 2001.
14. Roberto Navigli, Kenneth C. Litkowski, and Orin Hargraves. 2007. Semeval-2007 task 07: Coarsegrained english all-words task. In Proceedings of the Fourth International Workshop on Semantic Evaluations (SemEval-2007), pages 30-35, Prague, Czech Republic.
15. Roberto Navigli and Paola Velardi. 2005. Structural semantic interconnections: a knowledge-based approach to word sense disambiguation. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 27(7):10631074.
16. Hwee Tou Ng, Bin Wang, and Yee Seng Chan. Exploiting Parallel Texts for Word Sense Disambiguation: An Empirical Study. ACL, 2003.
17. Hwee Tou Ng and Hian Beng Lee. 1996. Integrating multiple knowledge sources to disambiguate word sense: an exemplar-based approach. In Proceedings of the 34th annual meeting on Association for Computational Linguistics, pages 40-47, Morristown, NJ.
18. Adrian Novischi, Muirathnam Srikanth, and Andrew Bennett. 2007. Lcc-wsd: System description for English coarse grained all words task at semeval 2007. In Proceedings of the Fourth International Workshop on Semantic Evaluations (SemEval-2007), pages 223-226, Prague, Czech Republic.
19. Catherine Soanes and Angus Stevenson, editors. 2003. Oxford Dictionary of English. Oxford University Press.
20. Rada Mihalcea, available at http://www.cs.unt.edu/rada/downloads.html
21. Yarowsky, D. 1995. Unsupervised word sense disambiguation rivaling supervised methods. In Proceedings of the 33rd Annual Meeting on Association For Computational Linguistics (Cambridge, Massachusetts, June 26 - 30, 1995).