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11 novembre 2016
- doi: 10.4000/books.aaccademia.1457
- eisbn: 9788899200008
https://creativecommons.org/licenses/by-nc-nd/4.0/ , info:eu-repo/semantics/openAccess
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research Linguistics Computational Linguistics Fondazione Bruno Kessler language linguistica linguistica computazionale Fondazione Bruno Kessler linguaggio ricerca linguistique linguistique computationelle Fondazione Bruno Kessler langage recherche Multidisciplinary Linguistics LAN025000 GLSujets proches
Formal semantics Semasiology Semiology (Semantics) Scientific research Science research Science--Research Parole--Law and legislation Ticket of leave Linguistic science Science of languageCiter ce document
Di Caro Luigi et al., « From a Lexical to a Semantic Distributional Hypothesis », Accademia University Press, ID : 10.4000/books.aaccademia.1457
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Résumé
Distributional Semantics is based on the idea of extracting semantic information from lexical information in (multilingual) corpora using statistical algorithms. This paper presents the challenging aim of the SemBurst research projectwhich applies distributional methods not only to words, but to sets of semantic information taken from existing semantic resources and associated with words in syntactic contexts. The idea is to inject semantics into vector space models to find correlations between statements (rather than between words). The proposal may have strong impact on key applications such as Word Sense Disambiguation, Textual Entailment, and others.