Explain sentiments using Conditional Random Field and a Huge Lexical Network
Résumé
In this paper, we focus on a particular task which consists in explaining the source and the target of sentiments expressed in social networks. We propose a method for French, which overcomes a fine syntactic parsing and successfully integrate the Conditional Random Field (CRF) method and a smart exploration of a very large lexical network. Quantitative and qualitative experiments were performed on real dataset to validate this approach.
Domaines
Informatique [cs]
Origine : Fichiers produits par l'(les) auteur(s)
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