Word sense disambiguation using statistical models and word net

Proceedings of the 3rd International Conference on Language Resources and Evaluation, LREC 2002

Volumn , Issue , 2002, Pages 1043-1046

  Molina, Antonio ^a   Pla, Ferran ^a   Segarra, Encarna ^a   Moreno, Lidia ^a  

^a UNIVERSITAT POLITÈCNICA DE VALÈNCIA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; HIDDEN MARKOV MODELS; LINGUISTICS; MARKOV PROCESSES; SEMANTICS; SYNTACTICS;

CORPUS-BASED APPROACHES; LEXICAL AMBIGUITY; PART OF SPEECH TAGGING; PARTS OF SPEECH; SEMANTIC AMBIGUITIES; SEMANTIC DISAMBIGUATION; WORD SENSE DISAMBIGUATION; WORD SENSE DISAMBIGUATION SYSTEMS;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 84943165363     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. E. Agirre and G. Rigau. 1996. Word Sense Disambiguation Using Conceptual Density. In Proceedings of the 16th International Conference on Computational Linguistics, COLING, Copenhagen, Denmark, August.
2. G. Escudero, L. Márquez, and G. Rigau. 2000. A comparison between supervised learning algorithms for Word Sense Disambiguation. In Proceedings of CoNLL-2000 and LLL-2000, Lisbon, Portugal, September.
3. N. Ide and J. Véronis. 1998. Word Sense Disambiguation: The State of the Art. Computational Linguistics, 24(1):1-40.
4. M. Lesk. 1986. Automated Sense Disambiguation using Machine-readable Dictionaries: How to tell a pine cone from an ice cream cone. In Proceedings of the 1986 SIGDOC Conference, pages 24-26, Toronto, Canada, June.
5. C. Loupy, M. El-Beze, and P. F. Marteau. 1998. Word Sense Disambiguation using HMM Tagger. In Proceedings of the 1st International Conference on Language Resources and Evaluation, LREC, pages 1255-1258, Granada, Spain, May.
6. G. A. Miller, R. Beckwith, C. D. Fellbaum, D. Gross, and K. J. Miller. 1990. WordNet: An on-line lexical database. International Journal of Lexicography, 3(4):235-244.
7. G. A. Miller, M. Chodorow, S. Landes, C. Leacock, and R. G. Thomas. 1994. Using a Semantic Concordance for Sense Identificaction. In Proceedings of the ARPA Workshop on Human Language Technology, pages 240- 243.
8. A. Molina and F. Pla. 2002. Shallow Parsing using Specialized HMMs. Journal of Machine Learning Research, 2:595-613.
9. H. T. Ng. 1997. Exemplar-Base Word Sense Disambiguation: Some Recent Improvements. In Proceedings of the 2nd Conference on Empirical Methods in Natural Language Processing, EMNLP.
10. F. Pla and A. Molina. 2001. Part-of-Speech Tagging with Lexicalized HMM. In proceedings of International Conference on Recent Advances in Natural Language Processing (RANLP2001), Tzigov Chark, Bulgaria, September.
11. P. S. Resnik and D. Yarowsky. 2000. Distinguishing systems and distinguishing senses: new evaluation methods for Word Sense Disambiguation. Natural Language Engineering, 6(3):113-133.
12. P. S. Resnik. 1995. Using Information Content to Evaluate Semantic Similarity in a Taxonomy. In Proceedings of the 14th International Joint Conference on Artificial Intelligence, IJCAI, pages 448-453, Montreal, Canada.
13. F. Segond, A. Schiller, G. Grefenstette, and J-P. Chanod. 1997. An Experiment in Semantic Tagging using Hidden Markov Model Tagging. In Proceedings of the Joint ACL/EACL Workshop on Automatic Information Extraction and Building of Lexical Semantic Resources, pages 78-81, Madrid, Spain.
14. M. Stevenson and Y. Wilks. 2001. The Interaction of Knowledge Sources in Word Sense Disambiguation. Computational Linguistics, 27(3):321-349.
15. E. Voorhees. 1993. Using WordNet to Disambiguate Word Senses for Text Retrieval. In Proceedings of the 16th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 171- 180, Pittsburgh.
16. D. Yarowsky. 1992. Word-sense Disambiguations Using Statistical Models of Roget's Categories Trained on Large Corpora. In Proceedings of the 14th International Conference on Computational Linguistics, COLING, pages 454-460, Nantes, France.
17. 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, pages 88-95, Las Cruces, NM. ACL.