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ExpLSA: An Approach Based on Syntactic Knowledge in Order to Improve LSA for a Conceptual Classification Task
Acte de colloque   Open Access

ExpLSA: An Approach Based on Syntactic Knowledge in Order to Improve LSA for a Conceptual Classification Task

Nicolas Béchet, Jacques Chauché et Mathieu Roche
RCS, Vol.33, pp.213-224
RCS
CICLing: Conference on Intelligent Text Processing and Computational Linguistics (Haifa, Israel, 17/02/2008–23/02/2008)
01/03/2008

Résumé

Latent Semantic Analysis (LSA) is nowadays used in various thematic like cognitive models, educational applications but also in classification. We propose in this paper to study different methods of proximity of terms based on LSA. We improve this semantic analysis with additional semantic information using Tree-tagger or a syntactic analysis to expand the studied corpus. We finally apply LSA on the new expanded corpus.

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