WSD system based on specialized hidden markov model (upv-shmm-eaw)

Proceedings of the SENSEVAL@ACL 2004: 3rd International Workshop on the Evaluation of Systems for the Semantic Analysis of Text - Held in cooperation with ACL 2004

Volumn , Issue , 2004, Pages 171-174

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

^a UNIVERSITAT POLITÈCNICA DE VALÈNCIA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; NATURAL LANGUAGE PROCESSING SYSTEMS; SEMANTICS; STATISTICAL TESTS;

DATA SET; HIDDEN-MARKOV MODELS; TEST DATA; TRAINING DATA; WORD NET; WORD SENSE DISAMBIGUATION; WORD SENSE DISAMBIGUATION SYSTEMS;

HIDDEN MARKOV MODELS;

EID: 84892701781     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. 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.
2. Antonio Molina and Ferran Pla. 2002. Shallow Parsing using Specialized HMMs. Journal of Machine Learning Research, 2:595–613.
3. Antonio Molina, Ferran Pla, and Encarna Segarra. 2002a. A Hidden Markov Model Approach to Word Sense Disambiguation. In Proceedings of the VIII Conferencia Iberoamericana de Inteligencia Artificial, IBERAMIA2002, Sevilla, Spain.
4. Antonio Molina, Ferran Pla, and Encarna Segarra. 2002b. Una formulación unificada para resolver distinto problemas de ambigüedad en PLN. Re-vista para el Procesamiento del Lenguaje Natural, (SEPLN’02), Septiembre.
5. Ferran Pla and Antonio Molina. 2004. Improving Part-of-Speech Tagging using Lexicalized HMMs. Natural Language Engineering, 10. In press.
6. 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.