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Chapitre D'ouvrage Année : 2013

Automatic Acquisition of GL Resources, Using an Explanatory, Symbolic Technique

Vincent Claveau
Pascale Sébillot

Résumé

This chapter presents a symbolic machine learning method that automatically infers, from descriptions of noun-verb pairs found in a corpus in which the verb plays (or not) one of the qualia roles of the noun, corpus-specific morpho-syntactic and semantic patterns that convey qualia relations. The patterns are explanatory and linguistically motivated, and can be applied to a corpus to efficiently extract GL resources and populate Generative Lexicons. The linguistic relevance of these patterns is examined, and the N-V qualia pairs that they can detect or not is discussed. Comparisons to other methods for corpus-based qualia couple extraction are also presented.
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hal-00760258 , version 1 (04-12-2012)

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  • HAL Id : hal-00760258 , version 1

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Vincent Claveau, Pascale Sébillot. Automatic Acquisition of GL Resources, Using an Explanatory, Symbolic Technique. Advances in Generative Lexicon Theory, Springer, pp.ch19, 2013. ⟨hal-00760258⟩
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