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- W141989258 abstract "In order to promote the usage of the natural language in information systems, it seems interesting to obtain lexical data allowing a satisfactory lexical disambiguation. The distribution of word senses is one such important type of data, but still is uneasy to obtain. We are currently developing a system for analysing thematics aspects of texts and undertaking word sense disambiguation based on conceptual vectors which aim at handling a set of ideas associated to any textual segment (words, locutions, sentences, texts, . . . ). The WSD is conducted through mutual-information sharing among vectors, however when the semantic context is weak, it becomes necessary to consider the usage frequency. We try to obtain from the Web the sense distribution of lexical items. After presenting the conceptual vector model along with the semantic analysis principles and showed the motivations behind having such sense distribution, we introduce the notion of lexical signature. Signatures allow to build an estimator of these distributions, which is formalized. We indicate some encouraging first results. MOTS-CLES : distribution des sens, vecteurs conceptuels, signature lexicale, Google" @default.
- W141989258 created "2016-06-24" @default.
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- W141989258 date "2005-05-01" @default.
- W141989258 modified "2023-09-27" @default.
- W141989258 title "Estimation automatique de la distribution des sens de termes." @default.
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