Meaningful clustering of senses helps boost Word Sense Disambiguation performance

COLING/ACL 2006 - 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference

Volumn 1, Issue , 2006, Pages 105-112

  Navigli, Roberto ^a  

^a SAPIENZA UNIVERSITY OF ROME   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; MAPPING;

FINE GRAINED; WORD SENSE DISAMBIGUATION; WORDNET SENSE;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 84860537708     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3115/1220175.1220189     Document Type: Conference Paper

References (27)

1. Eneko Agirre and Oier Lopez. 2003. Clustering wordnet word senses. In Proc. of Conf. on Recent Advances on Natural Language (RANLP). Borovets, Bulgary.
2. Ted Briscoe and John Carroll. 2002. Robust accurate statistical annotation of general text. In Proc. of 3rd Conference on Language Resources and Evaluation. Las Palmas, Gran Canaria.
3. Tim Chklovski and Rada Mihalcea. 2002. Building a sense tagged corpus with open mind word expert. In Proc. of ACL 2002 Workshop on WSD: Recent Successes and Future Directions. Philadelphia, PA.
4. Tim Chklovski and Rada Mihalcea. 2003. Exploiting agreement and disagreement of human annotators for word sense disambiguation. In Proc. of Recent Advances In NLP (RANLP 2003). Borovetz, Bulgaria.
5. Bart Decadt, Véronique Hoste, Walter Daelemans, and Antal van den Bosch. 2004. Gambl, genetic algorithm optimization of memory-based wsd. In Proc. of ACL/SIGLEX Senseval-3. Barcelona, Spain.
6. William B. Dolan. 1994. Word sense ambiguation: Clustering related senses. In Proc. of 15th Conference on Computational Linguistics (COLING). Morristown, N.J.
7. Philip Edmonds and Adam Kilgariff. 1998. Introduction to the special issue on evaluating word sense disambiguation systems. Journal of Natural Language Engineering, 8(4).
8. Christiane Fellbaum, Martha Palmer, Hoa Trang Dang, Lauren Delfs, and Susanne Wolf. 2001. Manual and automatic semantic annotation with wordnet. In Proc. of NAACL Workshop on WordNet and Other Lexical Resources. Pittsburgh, PA.
9. Christiane Fellbaum, editor. 1998. WordNet: an Electronic Lexical Database. MIT Press.
10. Michael Lesk. 1986. Automatic sense disambiguation using machine readable dictionaries: how to tell a pine code from an ice cream cone. In Proc. of 5th Conf. on Systems Documentation. ACM Press.
11. Bernardo Magnini and Gabriela Cavaglià. 2000. Integrating subject field codes into wordnet. In Proc. of the 2nd Conference on Language Resources and Evaluation (LREC). Athens, Greece.
12. Diana McCarthy. 2006. Relating wordnet senses for word sense disambiguation. In Proc. of ACL Workshop on Making Sense of Sense. Trento, Italy.
13. Rada Mihalcea and Ehsanul Faruque. 2004. Senselearner: Minimally supervised word sense disambiguation for all words in open text. In Proc. of ACL/SIGLEX Senseval-3. Barcelona, Spain.
14. Rada Mihalcea and Dan Moldovan. 2001. Automatic generation of a coarse grained wordnet. In Proc. of NAACL Workshop on WordNet and Other Lexical Resources. Pittsburgh, PA.
15. Jane Morris and Graeme Hirst. 1991. Lexical cohesion computed by thesaural relations as an indicator of the structure of text. Computational Linguistics, 17(1).
16. Roberto Navigli and Paola Velardi. 2004. Learning domain ontologies from document warehouses and dedicated websites. Computational Linguistics, 30(2).
17. 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).
18. Hwee T. Ng, Chung Y. Lim, and Shou K. Foo. 1999. A case study on the inter-annotator agreement for word sense disambiguation. In Proc. of ACL Workshop: Standardizing Lexical Resources. College Park, Maryland.
19. Wim Peters, Ivonne Peters, and Piek Vossen. 1998. Automatic sense clustering in eurowordnet. In Proc. of the 1st Conference on Language Resources and Evaluation (LREC). Granada, Spain.
20. Benjamin Snyder and Martha Palmer. 2004. The english all-words task. In Proc. of ACL 2004 SENSEVAL-3 Workshop. Barcelona, Spain.
21. Catherine Soanes and Angus Stevenson, editors. 2003. Oxford Dictionary of English. Oxford University Press.
22. Christopher Stokoe. 2005. Differentiating homonymy and polysemy in information retrieval. In Proc. of the Conference on Empirical Methods in Natural Language Processing. Vancouver, Canada.
23. Carlo Strapparava, Alfio Gliozzo, and Claudio Giuliano. 2004. Pattern abstraction and term similarity for word sense disambiguation. In Proc. of ACL/SIGLEX Senseval-3. Barcelona, Spain.
24. Noriko Tomuro. 2001. Tree-cut and a lexicon based on systematic polysemy. In Proc. of the Meeting of the NAACL. Pittsburgh, USA.
25. David Vickrey, Luke Biewald, Marc Teyssier, and Daphne Koller. 2005. Word sense disambiguation vs. statistical machine translation. In Proc. of Conference on Empirical Methods in Natural Language Processing. Vancouver, Canada.
26. Deniz Yuret. 2004. Some experiments with a naive bayes wsd system. In Proc. of ACL/SIGLEX Senseval-3. Barcelona, Spain.
27. Ying Zhao and George Karypis. 2004. Empirical and theoretical comparisons of selected criterion functions for document clustering. Machine Learning, 55(3).