Discovering the senses of an ambiguous word by clustering its local contexts

Studies in Classification, Data Analysis, and Knowledge Organization

Volumn , Issue , 2005, Pages 521-528

  Rapp, Reinhard ^a  

^a JOHANNES GUTENBERG UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTERING APPROACH; CONTEXTUAL BEHAVIOR; GLOBAL CO; LOCAL CONTEXTS; STATISTICAL FEATURES; TEXT CORPORA; WORD SENSE INDUCTIONS;

EID: 84856888603     PISSN: 14318814     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/3-540-28084-7_61     Document Type: Conference Paper

References (10)

1. DOROW, B. and WIDDOWS, D. (2003): Discovering corpus-specific word senses. In: Proceedings of EACL 2003, Budapest, conference companion (research notes and demos), 79-82.
2. LANDAUER, T. K. and DUMAIS, S. T. (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.
3. NEILL, D. B. (2002): Fully Automatic Word Sense Induction by Semantic Clustering. Cambridge University, Master's Thesis, M.Phil. in Computer Speech.
4. PANTEL, P. and LIN, D. (2002): Discovering word senses from text. In: Proceedings of ACM SIGKDD, Edmonton, 613-619.
5. RAPP, R. (1996): Die Berechnung von Assoziationen. Olms, Hildesheim.
6. RAPP, R. (2002): The computation of word associations: comparing syntagmatic and paradigmatic approaches. In: Proceedings of 19th COLING, Taipei, ROC, Vol. 2, 821-827.
7. RAPP, R. (2003): Word sense discovery based on sense descriptor dissimilarity. In: Proceedings of the Ninth Machine Translation Summit, New Orleans, 315-322.
8. RAPP, R. (2004): Mining text for word senses using independent component analysis. In: M.W. Berry, U. Dayal, C. Kamath, D. Skillicorn (Eds.): Proceedings of the SIAM International Conference on Data Mining, Lake Buena Vista, Florida.
9. SCHÜTZE, H. (1997): Ambiguity Resolution in Language Learning: Computational and Cognitive Models. Stanford: CSLI Publications.
10. YAROWSKY, D. (1995): Unsupervised word sense disambiguation rivaling supervised methods. In: Proceedings of the 33rd Meeting of the ACL, Cambridge, MA, 189-196.