Supervised Sense Tagging using Support Vector Machines

Proceedings of the Annual Meeting of the Association for Computational Linguistics

Volumn , Issue , 2001, Pages 59-62

  Cabezas, Clara ^a   Resnik, Philip ^a   Stevens, Jessica ^a  

^a UNIVERSITY OF MARYLAND   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS;

FEATURES EXTRACTION; LANGUAGE CAPABILITY; LANGUAGE INDEPENDENCE; LANGUAGE INDEPENDENTS; MODULARS; RAMP UP; SENSE-TAGGING; SUPPORT VECTORS MACHINE; SWEDISHS; UNIVERSITY OF MARYLAND;

SUPPORT VECTOR MACHINES;

EID: 84966680309     PISSN: 0736587X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Clara Cabezas, Bonnie Dorr, and Philip Resnik. 2001. Spanish language processing at University of Maryland: Building infrastructure for multilingual applications. In Proceedings of the Second International Workshop on Spanish Language Processing and Language Technologies (SLPLT-2), Jaen, Spain, September.
2. Marti A. Hearst. 1998. Trends and controversies: Support vector machines. IEEE Intelligent Systems, 13( 4 ):18-28.
3. Thorsten Joachims. 1998. Text categorization with support vector machines: Learning with many relevant features. In Proceedings of the European Conference on Machine Learning. Springer.
4. Thorsten Joachims. 1999. Making large-scale SVM learning practical. In B. Scholkopf, C. Burges, and A. Smola, editors, Advances in Kernel Methods - Support Vector Learning. MIT Press.
5. Gina-Anne Levow, Douglas Oard, and Philip Resnik. 2001. Rapidly retargetable interactive translingual retrieval. In Human Language Technology Conference (HLT-2001}, San Diego, CA, March.
6. Philip Resnik and David Yarowsky. 1999. Distinguishing systems and distinguishing senses: New evaluation methods for word sense disambiguation. Natural Language Engineering, 5(2):113-133.
7. Philip Resnik, Douglas Oard, and Gina Levow. 2001. Improved cross-language retrieval using backoff translation. In Human Language Technology Conference (HLT-2001), San Diego, March.
8. Philip Resnik. 1997. Selectional preference and sense disambiguation. In ANLP Workshop on Tagging Text with Lexical Semantics, Washington, D.C., April.
9. Philip Resnik. 1999. Semantic similarity in a taxonomy: An information-based measure and its application to problems of ambiguity in natural language. Journal of Artificial Intelligence Research ( JAIR), 11:95-130.
10. David Yarowsky. 1993. One sense per collocation. ARPA Workshop on Human Language Technology, March. Princeton.