Graph connectivity measures for unsupervised word sense disambiguation

IJCAI International Joint Conference on Artificial Intelligence

Volumn , Issue , 2007, Pages 1683-1688

  Navigli, Roberto ^a   Lapata, Mirella ^b  

^a SAPIENZA UNIVERSITY OF ROME   (Italy)

^b UNIVERSITY OF EDINBURGH   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; GRAPHIC METHODS;

DATA REQUIREMENTS; GRAPH CONNECTIVITY; GRAPH STRUCTURES; GRAPH-BASED; NATURAL LANGUAGE PROCESSING; RESEARCH OBJECTIVES; UNSUPERVISED ALGORITHMS; WORD SENSE DISAMBIGUATION;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 84880868415     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (29)

1. Regina Barzilay and Michael Elhadad. Using lexical chains for text summarization. In Proceedings of the ACL Workshop on Intelligent Scalable Text Summarization, pages 10-17, Madrid, Spain, 1997.
2. B. P. Bonacich. Factoring and weighing approaches to status scores and clique identification. Journal of Mathematical Sociology, 2:113-120, 1972.
3. Stephen P. Borgatti. Identifying sets of key players in a network. In Proceedings of the Conference on Integration of Knowledge Intensive Multi-Agent Systems, pages 127-131, Boston, USA, 2003.
4. Rodrigo A. Botafogo, Ehud Rivlin, and Ben Shneiderman. Structural analysis of hypertexts: Identifying hierarchies and useful metrics. ACM Transactions on Information Systems, 10(2):142-180, 1992.
5. Sergey Brin and Michael Page. Anatomy of a large-scale hypertextual web search engine. In Proceedings of the 7th Conference on World Wide Web, pages 107-117, Brisbane, Australia, 1998.
6. Samuel Brody, Roberto Navigli, and Mirella Lapata. Ensemble methods for unsupervised WSD. In Proceedings of the ACL/COLING, Sydney, Australia, 2006.
7. Jim Cowie, Joe Guthrie, and Louise Guthrie. Robust textual inference via graph matching. In Proceedings of the 14th COLING, pages 359-365, Nantes, France, 1992.
8. J. Edmonds and R. M. Karp. Theoretical improvements in algorithmic efficiency for network flow problems. Journal of the ACM, 19(2):248-264, 1972.
9. Christiane Fellbaum, editor. WordNet: an Electronic Lexical Database. MIT Press, 1998.
10. Lestor R. Ford and D. R. Fulkerson. Flows in Networks. Princeton University Press, 1962.
11. L C. Freeman. Centrality in networks: I. conceptual clarification. Social Networks, 1:215-239, 1979.
12. P. Hage and F. Harary. Eccentricity and centrality in networks. Social Networks, 13:57-63, 1995.
13. Jon M. Kleinberg. Authoritative sources in a hyperlinked environment. In Proceedings of the 9th ACM-SIAM Symposium on Discrete Algorithms, pages 668-677, San Francisco, California, 1998.
14. Michael Lesk. Automatic sense disambiguation using machine readable dictionaries: How to tell a pine cone from an ice cream cone. In Proceedings of the 5th SIGDOC, pages 24-26, New York, NY, 1986.
15. Diana McCarthy, Rob Koeling, Julie Weeds, and John Carroll. Finding predominant senses in untagged text. In Proceedings of the 42nd ACL, pages 280-287, Barcelona, Spain, 2004.
16. Rada Mihalcea. Unsupervised large-vocabulary word sense disambiguation with graph-based algorithms for sequence data labeling. In Proceedings of the HLT/EMNLP, pages 411-418, Vancouver, BC, 2005.
17. George Miller, Claudia Leacock, Tengi Randee, and Ross Bunker. A semantic concordance. In Proceedings of the 3rd DARPA Workshop on HLT, pages 303-308, Plainsboro, New Jersey, 1993.
18. Saif Mohammad and Graeme Hirst. Determining word sense dominance using a thesaurus. In Proceedings of the 11th EACL, pages 121-128, Trento, Italy, 2006.
19. Roberto Navigli and Paola Velardi. Structural semantic interconnections: a knowledge-based approach to word sense disambiguation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 27(7):1075-1088, 2005.
20. Roberto Navigli. Semi-automatic extension of large-scale linguistic knowledge bases. In Proceedings of the 18th FLAIRS, pages 548-553, Clearwater Beach, Florida, 2005.
21. Tou Hwee Ng. Getting serious about word sense disambiguation. In Proceedings of the ACL SIGLEX Workshop on Tagging Text with Lexical Semantics: Why, What, and How?, pages 1-7, Washington, DC, 1997.
22. Ganesh Ramakrishnan, Apurva Jadhav, Ashutosh Joshi, Soumen Chakrabarti, and Pushpak Bhattacharyya. Question answering via bayesian inference on lexical relations. In Proceedings of the ACL Workshop on Multilingual Summarization and Question Answering, pages 1-10, Sapporo, Japan, 2003.
23. Benjamin Snyder and Martha Palmer. The English all-words task. In Proceedings of the ACL SENSEVAL-3 Workshop, pages 41-43, Barcelona, Spain, 2004.
24. Christopher Stokoe. Differentiating homonymy and polysemy in information retrieval. In Proceedings of the HLT/EMNLP, pages 403-410, Vancouver, BC, 2005.
25. Carlo Strapparava, Alfio Gliozzo, and Claudio Giuliano. Pattern abstraction and term similarity for word sense disambiguation: Irst at senseval-3. In Proceedings of the ACL SENSEVAL-3 Workshop, pages 229-234, Barcelona, Spain, 2004.
26. Trystan Upstill, Nick Craswell, and David Hawking. Predicting fame and fortune: Pagerank or indegree? In Proceedings of the Australasian Document Computing Symposium, Canberra, Australia, 2003.
27. David Vickrey, Luke Biewald, Marc Teyssier, and Daphne Koller. Word-sense disambiguation for machine translation. In Proceedings of the HLT/EMNLP, pages 771-778, Vancouver, BC, 2005.
28. Stanley Wasserman and Kathernie Faust. Social Network Analysis: Methods and Applications. Cambridge University Press, Cambridge, UK, 1994.
29. David Yarowsky and Radu Florian. Evaluating sense disambiguation across diverse parameter spaces. Natural Language Engineering, 9(4):293-310, 2002.