Word sense disambiguation in untagged text based on term weight learning

9th Conference of the European Chapter of the Association for Computational Linguistics, EACL 1999

Volumn , Issue , 1999, Pages 209-216

  Fukumoto, Fumiyo ^a   Suzuki, Yoshimi ^a  

^a UNIVERSITY OF YAMANASHI   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

MACHINE LEARNING; NATURAL LANGUAGE PROCESSING SYSTEMS;

TERM WEIGHT; TERM WEIGHTING; UNSUPERVISED LEARNING ALGORITHMS; WORD SENSE; WORD SENSE DISAMBIGUATION;

LEARNING ALGORITHMS;

EID: 77951147238     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. E. Brill. 1992. A simple rule-based part of speech tagger. In Proc. of the 3rd Conference on Applied Natural Language Processing, pages 152-155.
2. R. Bruce and W. Janyce. 1994. Word-sense disambiguation using decomposable models. In Proc. of the 32nd Annual Meeting, pages 139-145.
3. K. W. Church, W. Gale, P. Hanks, and D. Hindle. 1991. Using statistics in lexical analysis. In Lexical acquisition: Exploiting on-line resources to build a lexicon, pages 115-164. (Zernik Uri (ed.)), London, Lawrence Erlbaum Associates.
4. I. Dagan, P. Fernando, and L. Lilian. 1993. Contextual word similarity and estimation from sparse data. In Proc. of the 31th Annual Meeting of the ACL, pages 164-171.
5. F. Fukumoto and J. Tsujii. 1994. Automatic recognition of verbal polysemy. In Proc. of the 15th COLING, Kyoto, Japan, pages 762-768.
6. W. K. Gale, K. W. Church, and D. Yarowsky. 1992. A method for disambiguating word senses in a large corpus. In Computers and the Humanities, volume 26, pages 415-439.
7. A. K. Luk. 1995. Statistical sense disambiguation with relatively small corpora using dictionary definitions. In Proc. of the 33st Annual Meeting of ACL, pages 181-188.
8. W. T. McLeod. 1987. The new collins dictionary and thesaurus in one volume. London, Harper-Collins Publishers.
9. G. Miller, C. Martin, L. Shari, L. Claudia, and R. G. Thomas. 1994. Using a semantic concordance for sense identification. In Proc. of the ARPA Workshop on Human Language Technology, pages 240-243.
10. H. T. Ng and H. B. Lee. 1996. Integrating multiple knowledge sources to disambiguate word sense: An examplar-based approach. In Proc. of the 34th Annual Meeting of ACL, pages 40-47.
11. Y. Niwa and Y. Nitta. 1994. Co-occurrence vectors from corpora vs. distance vectors from dictionaries. In Proc. of 15th COLING, Kyoto, Japan, pages 304-309.
12. T. Pedersen and R. Bruce. 1997. Distinguishing word senses in untagged text. In Proc. of the 2nd Conference on Empirical Methods in Natural Language Processing, pages 197-207.
13. H. Schutze. 1992. Dimensions of meaning. In Proc. of Supercomputing, pages 787-796.
14. Y. Wilks and M. Stevenson. 1998. Word sense disambiguation using optimised combinations of knowledge sources. In Proc. of the COLING-ACL'98, pages 1398-1402.
15. D. Yarowsky. 1992. Word sense disambiguation using statistical models of roget's categories trained on large corpora. In Proc. of the Hth COLING, pages 454-460.
16. D. Yarowsky. 1995. Unsupervised word sense disambiguation rivaling supervised methods. In Proc. of the 33rd Annual Meeting of the ACL, pages 189-196.
17. U. Zernik. 1991. Trainl vs. train2: Tagging word senses in corpus. In Lexical acquisition: Exploiting on-line resources to build a lexicon, pages 91-112. Uri Zernik(Ed.), London, Lawrence Erlbaum Associates.