Etude des relations sémantiques dans les reformulations de requêtes sous la loupe de l'analyse distributionnelle

Abstract : Studying semantic relations in query reformulation under the scope of distributional analysis}{ In this paper, we compare a distributional resource built from a corpus of humanities and social sciences academic papers to substitutions recorded in user query logs covering the same corpus. We observed a good overlap between the two datasets (59%). These results show that distributional semantics is a fitting tool to analyze the wide variety of semantic relations involved in query reformulation. Moreover, the method that we introduce may be used for distributional resources evaluation, and is better fitted to this task than comparison with gold standards.
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Clémentine Adam, Cécile Fabre, Ludovic Tanguy. Etude des relations sémantiques dans les reformulations de requêtes sous la loupe de l'analyse distributionnelle. SemDis (enjeux actuels de la sémantique distributionnelle) dans le cadre de TALN 2013, 2013, Sables d'Olonne, France. (publication en ligne). ⟨halshs-00953743⟩

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