Evaluation of utility of LSA for word sense discrimination

HLT-NAACL 2006 - Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, Short Papers

Volumn , Issue , 2006, Pages 77-80

  Levin, Esther ^a   Sharifi, Mehrbod ^a   Ball, Jerry ^b  

^a City College of the City University of New York   (United States)

^b AIR FORCE RESEARCH LABORATORY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; SEMANTICS;

CONTEXT VECTOR; DISTANCE METRICS; IS EVALUATIONS; LATENT SEMANTIC ANALYSIS; WORD SENSE;

VECTOR SPACES;

EID: 37149031675     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. J.R. Bellegarda. 2005. Latent Semantic Mapping, IEEE Signal Processing Magazine, 22(5):70-80.
2. S.T. Dumais. 1994. Latent Semantic Indexing (LSI) and TREC-2, in Proc Second Text Retrieval Conf. (TREC-2), pp 104-105.
3. T.K. Landauer, S.T. Dumais. 1997. A solution to Plato's problem: The latent semantic analysis theory of acquisition, induction and representation of knowledge, Psychological Review, 104(2):211-240.
4. T.K. Landauer, P. Foltz, and D. Laham. 1998. Introduction to Latent Semantic Analysis. Discourse Processes, 25, 259-284.
5. C. Leacock, G. Towel, E. Voorhees. 1993. Corpus-Based Statistical Sense Resolution, Proceedings of the ARPA Workshop on Human Language Technology.
6. P.J. Rousseeuw. 1987. Silhouettes: a graphical aid to the interpretation and validation of cluster analysis. Journal of Computational and Applied Mathematics. 20. 53-65.
7. H. Schütze. 1998. Automatic Word Sense Discrimination, Journal of Computational Linguistics, Volume 24, Number 2