An empirical study on class-based Word Sense Disambiguation

EACL 2009 - 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings

Volumn , Issue , 2009, Pages 389-397

  Izquierdo, Rubén ^a   Suárez, Armando ^a   Rigau, German ^b  

^a UNIVERSITY OF ALICANTE   (Spain)

^b UNIVERSITY OF THE BASQUE COUNTRY   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

ABSTRACTING; COMPUTATIONAL LINGUISTICS; ONTOLOGY;

COARSE-GRAINED; DE FACTO STANDARD; EMPIRICAL STUDIES; FINE GRAINED; IN CONTEXTS; LEVEL OF ABSTRACTION; SIMPLE METHOD; WORD SENSE DISAMBIGUATION;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 79959667564     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3115/1609067.1609110     Document Type: Conference Paper

References (24)

1. E. Agirre and O. Lopez De La Calle. 2003. Clustering wordnet word senses. In Proceedings of RANLP'03, Borovets, Bulgaria.
2. J. Alvez, J. Atserias, J. Carrera, S. Climent, E. Laparra, A. Oliver, and G. Rigau G. 2008. Complete and consistent annotation of wordnet using the top concept ontology. In 6th International Conference on Language Resources and Evaluation LREC, Marrakesh, Morroco.
3. M. Ciaramita and Y. Altun. 2006. Broad-coverage sense disambiguation and information extraction with a supersense sequence tagger. In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP'06), pages 594-602, Sydney, Australia. ACL.
4. M. Ciaramita and M. Johnson. 2003. Supersense tagging of unknown nouns in wordnet. In Proceedings of the Conference on Empirical methods in natural language processing (EMNLP'03), pages 168-175. ACL.
5. J. Curran. 2005. Supersense tagging of unknown nouns using semantic similarity. In Proceedings of the 43 rd Annual Meeting on Association for Computational Linguistics (ACL'05), pages 26-33. ACL.
6. C. Fellbaum, editor. 1998. WordNet. An Electronic Lexical Database. The MIT Press.
7. M. Hearst and H. Schütze. 1993. Customizing a lexicon to better suit a computational task. In Proceedings of the ACL SIGLEX Workshop on Lexical Acquisition, Stuttgart, Germany.
8. R. Izquierdo, A. Suarez, and G. Rigau. 2007. Exploring the automatic selection of basic level concepts. In Galia Angelova et al., editor, International Conference Recent Advances in Natural Language Processing, pages 298-302, Borovets, Bulgaria.
9. T. Joachims. 1998. Text categorization with support vector machines: learning with many relevant features. In Claire Nédellec and Céline Rouveirol, editors, Proceedings of ECML-98, 10th European Conference on Machine Learning, number 1398, pages 137-142, Chemnitz, DE. Springer Verlag, Heidelberg, DE.
10. B. Magnini and G. Cavaglià. 2000. Integrating subject field codes into wordnet. In Proceedings of LREC, Athens. Greece.
11. LI. Màrquez, G. Escudero, D. Martinez, and G. Rigau. 2006. Supervised corpus-based methods for wsd. In E. Agirre and P. Edmonds (Eds.) Word Sense Disambiguation: Algorithms and applications., Volume 33 of Text, Speech and Language Technology. Springer.
12. R. Mihalcea and D. Moldovan. 2001. Automatic generation of coarse grained wordnet. In Proceding of the NAACL workshop on WordNet and Other Lexical Resources: Applications, Extensions and Customizations, Pittsburg, USA.
13. R. Mihalcea. 2007. Using wikipedia for automatic word sense disambiguation. In Proceedings of NAACL HLT 2007.
14. G. Miller, C. Leacock, R. Tengi, and R. Bunker. 1993. A Semantic Concordance. In Proceedings of the ARPA Workshop on Human Language Technology.
15. R. Navigli. 2006. Meaningful clustering of senses helps boost word sense disambiguation performance. In ACL-44: Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics, pages 105-112, Morristown, NJ, USA. Association for Computational Linguistics.
16. I. Niles and A. Pease. 2001. Towards a standard upper ontology. In Proceedings of the 2nd International Conference on Formal Ontology in Information Systems (FOIS-2001), pages 17-19. Chris Welty and Barry Smith, eds.
17. M. Palmer, C. Fellbaum, S. Cotton, L. Delfs, and H. Trang Dang. 2001. English tasks: Allwords and verb lexical sample. In Proceedings of the SENSEVAL-2 Workshop. In conjunction with ACL'2001/EACL'2001, Toulouse, France.
18. W. Peters, I. Peters, and P. Vossen. 1998. Automatic sense clustering in eurowordnet. In First International Conference on Language Resources and Evaluation (LREC'98), Granada, Spain.
19. F. Segond, A. Schiller, G. Greffenstette, and J. Chanod. 1997. An experiment in semantic tagging using hidden markov model tagging. In ACL Workshop on Automatic Information Extraction and Building of Lexical Semantic Resources for NLP Applications, pages 78-81. ACL, New Brunswick, New Jersey.
20. R. Snow, Prakash S., Jurafsky D., and Ng A. 2007. Learning to merge word senses. In Proceedings of Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), pages 1005-1014.
21. B. Snyder and M. Palmer. 2004. The english all-words task. In Rada Mihalcea and Phil Edmonds, editors, Senseval-3: Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text, pages 41-43, Barcelona, Spain, July. Association for Computational Linguistics.
22. L. Villarejo, L. Màrquez, and G. Rigau. 2005. Exploring the construction of semantic class classifiers for wsd. In Proceedings of the 21th Annual Meeting of Sociedad Espaola para el Procesamiento del Lenguaje Natural SEPLN'05, pages 195-202, Granada, Spain, September. ISSN 1136-5948.
23. P. Vossen, L. Bloksma, H. Rodriguez, S. Climent, N. Calzolari, A. Roventini, F. Bertagna, A. Alonge, and W. Peters. 1998. The eurowordnet base concepts and top ontology. Technical report, Paris, France, France.
24. D. Yarowsky. 1994. Decision lists for lexical ambiguity resolution: Application to accent restoration in Spanish and french. In Proceedings of the 32nd Annual Meeting of the Association for Computational Linguistics (ACL'94).