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Master Thesis

Prise en compte de variables syntaxiques et textuelles dans l'analyse sémantique distributionnelle automatique

Abstract : We present an explorative study about the distributional approach (Harris, 1968). In this general framework, we will investigate the influence of various factors on the semantic reconciliation between words. Our study will focus on two levels. We will start by study the influence of different types of syntactic relations, their relevance. For example, subject relationship may be more useful than the object relationship to semantically gather words. We will also observe the position of words in the structure of the document, on two levels. On the global structure of the document, to see if sentences from abstract are more important than the sentences found in sections, conclusion, or anaywhere else. But also in a section, we want to know if it is interesting to pay more intention to titles rather than the following paragraphs.
Document type :
Master Thesis
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https://dumas.ccsd.cnrs.fr/dumas-00631506
Contributor : Uga - Bulles <>
Submitted on : Wednesday, October 12, 2011 - 3:24:30 PM
Last modification on : Sunday, March 14, 2021 - 9:54:03 PM
Long-term archiving on: : Friday, January 13, 2012 - 3:06:51 AM

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  • HAL Id : dumas-00631506, version 1

Citation

Mickaël Galop. Prise en compte de variables syntaxiques et textuelles dans l'analyse sémantique distributionnelle automatique. Linguistique. 2011. ⟨dumas-00631506⟩

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