Word sense disambiguation with distribution estimation

IJCAI International Joint Conference on Artificial Intelligence

Volumn , Issue , 2005, Pages 1010-1015

  Chan, Yee Seng ^a   Ng, Hwee Tou ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

DATA SET; DIFFERENT DOMAINS; DISTRIBUTION ESTIMATION; DISTRIBUTION ESTIMATION ALGORITHMS; NOVEL APPLICATIONS; PARALLEL CORPORA; TRAINING EXAMPLE; WORD-SENSE DISAMBIGUATION;

ARTIFICIAL INTELLIGENCE;

ESTIMATION;

EID: 84880731351     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. E. Agirre and D. Martinez. Unsupervised WSD based on automatically retrieved examples: The importance of bias. In Proceedings of EMNLP04, pages 25-32, Barcelona, Spain, July 2004.
2. B. Efron and R. J. Tibshirani. An Introduction to the Bootstrap. Chapman & Hall, New York, 1993.
3. G. Escudero, L. Marquez, and G. Rigau. An empirical study of the domain dependence of supervised word sense disambiguation systems. In Proceedings of EMNLP/VLC'00, Hong Kong, October 2000.
4. A. Kilgarriff. English lexical sample task description. In Proceedings of SENSEVAL-2, pages 17-20, Toulouse, France, July 2001.
5. Y. K. Lee and H. T. Ng. An empirical evaluation of knowledge sources and learning algorithms for word sense disambiguation. In Proceedings of EMNLP02, pages 41-48, Philadelphia, Pennsylvania, USA, July 2002.
6. D. McCarthy, R. Koeling, J. Weeds, and J. Carroll. Automatic identification of infrequent word senses. In Proceedings of COLING04, pages 1220-1226, Geneva, Switzerland, August 2004.
7. D. McCarthy, R. Koeling, J. Weeds, and J. Carroll. Finding predominant word senses in untagged text. In Proceedings of ACL04, pages 280-287, Barcelona, Spain, July 2004.
8. G. A. Miller. Wordnet: An on-line lexical database. International Journal of Lexicography, 3(4):235-312, 1990.
9. H. T. Ng, B. Wang, and Y. S. Chan. Exploiting parallel texts for word sense disambiguation: An empirical study. In Proceedings of ACL03, pages 455-462, Sapporo, Japan, July 2003.
10. F. J. Och and H. Ney. Improved statistical alignment models. In Proceeedings of ACL00, pages 440-447, Hong Kong, October 2000.
11. M. Palmer, C. Fellbaum, and S. Cotton. English tasks: All-words and verb lexical sample. In Proceedings of SENSEVAL-2, pages 21-24, Toulouse, France, July 2001.
12. T. Pedersen, S. Patwardhan, and J. Michelizzi. Wordnet::similarity - measuring the relatedness of concepts. In Proceedings of AAAI04, Intelligent Systems Demonstration, San Jose, CA, July 2004.
13. M. Saerens, P. Latinne, and C. Decaestecker. Adjusting the outputs of a classifier to new a priori probabilities: A simple procedure. Neural Computation, 14(1):21-41, January 2002.
14. S. Vucetic and Z. Obradovic. Classification on data with biased class distribution. In Proceedings of ECML01, pages 527-538, Freiburg, Germany, September 2001. Fund