Using Wikipedia for automatic word sense disambiguation

NAACL HLT 2007 - Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics, Proceedings of the Main Conference

Volumn , Issue , 2007, Pages 196-203

  Mihalcea, Rada ^a  

^a UNIVERSITY OF NORTH TEXAS   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

WIKIPEDIA; WORD SENSE DISAMBIGUATION;

COMPUTATIONAL LINGUISTICS; NATURAL LANGUAGE PROCESSING SYSTEMS;

WEBSITES;

EID: 70349242456     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (21)

1. S. F. Adafre and M. de Rijke. 2006. Finding similar sentences across multiple languages in wikipedia. In Proceedings of the EACL Workshop on New Text, Trento, Italy.
2. E. Agirre and D. Martinez. 2004. Unsupervised word sense disambiguation based on automatically retrieved examples: The importance of bias. In Proceedings of EMNLP 2004, Barcelona, Spain, July.
3. R. Bunescu and M. Pasca. 2006. Using encyclopedic knowledge for named entity disambiguation. In Proceedings of EACL 2006, Trento, Italy.
4. T. Chklovski and R. Mihalcea. 2002. Building a sense tagged corpus with Open Mind Word Expert. In Proceedings of the ACL 2002 Workshop on "Word Sense Disambiguation: Recent Successes and Future Directions", Philadelphia, July.
5. M. Diab and P. Resnik. 2002. An unsupervised method for word sense tagging using parallel corpora. In Proceedings of ACL 2002, Philadelphia.
6. M. Diab. 2004. Relieving the data acquisition bottleneck in word sense disambiguation. In Proceedings of ACL 2004, Barcelona, Spain.
7. E. Gabrilovich and S. Markovitch. 2006. Overcoming the brittleness bottleneck using wikipedia: Enhancing text categorization with encyclopedic knowledge. In Proceedings of AAAI 2006, Boston.
8. M. Galley and K. McKeown. 2003. Improving word sense disambiguation in lexical chaining. In Proceedings of IJCAI 2003, Acapulco, Mexico.
9. A. Kilgarriff and R. Rosenzweig. 2000. Framework and results for English SENSEVAL. Computers and the Humanities, 34:15-48.
10. C. Leacock, M. Chodorow, and G.A. Miller. 1998. Using corpus statistics and WordNet relations for sense identification. Computational Linguistics, 24(1):147-165.
11. Y.K. Lee and H.T. Ng. 2002. An empirical evaluation of knowledge sources and learning algorithms for word sense disambiguation. In Proceedings of EMNLP 2002, Philadelphia.
12. M.E. Lesk. 1986. Automatic sense disambiguation using machine readable dictionaries: How to tell a pine cone from an ice cream cone. In Proceedings of the SIGDOC Conference 1986, Toronto, June.
13. R. Mihalcea and D.I. Moldovan. 1999. An automatic method for generating sense tagged corpora. In Proceedings of AAAI 1999, Orlando.
14. R. Mihalcea. 2002. Bootstrapping large sense tagged corpora. In Proceedings of LREC 2002, Canary Islands, Spain.
15. R. Navigli and P. Velardi. 2005. Structural semantic interconnections: a knowledge-based approach to word sense disambiguation. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 27.
16. H.T. Ng and H.B. Lee. 1996. Integrating multiple knowledge sources to disambiguate word sense: An examplar-based approach. In Proceedings of ACL 1996, New Mexico.
17. H.T. Ng, B. Wang, and Y.S. Chan. 2003. Exploiting parallel texts for word sense disambiguation: An empirical study. In Proceedings of ACL 2003, Sapporo, Japan.
18. T. Pedersen. 2001. A decision tree of bigrams is an accurate predictor of word sense. In Proceedings of NAACL 2001, Pittsburgh.
19. P. Resnik and D. Yarowsky. 1999. Distinguishing systems and distinguishing senses: new evaluation methods for word sense disambiguation. Natural Language Engineering, 5(2):113-134.
20. M. Strube and S. P. Ponzetto. 2006. Wikirelate! computing semantic relatedeness using Wikipedia. In Proceedings of AAAI 2006, Boston.
21. D. Yarowsky. 1995. Unsupervised word sense disambiguation rivaling supervised methods. In Proceedings of ACL 1995, Cambridge.