Classifying French Verbs Using French and English Lexical Resources

Ingrid Falk 1 Claire Gardent 1 Jean-Charles Lamirel 1
1 SYNALP - Natural Language Processing : representations, inference and semantics
LORIA - NLPKD - Department of Natural Language Processing & Knowledge Discovery
Abstract : We present a novel approach to the automatic acquisition of a Verbnet like classification of French verbs which involves the use (i) of a neural clustering method which associates clusters with features, (ii) of several supervised and unsupervised evaluation metrics and (iii) of various existing syntactic and semantic lexical resources. We evaluate our approach on an established test set and show that it outperforms previous related work with an F-measure of 0.70.
Type de document :
Communication dans un congrès
The 50th annual meeting of the Association for Computational Linguistics - ACL'12, Jul 2012, Jeju, South Korea. Association for Computational Linguistics, 1: Long Papers, pp.854--863, 2012, Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics. 〈http://www.aclweb.org/anthology/P12-1090〉
Liste complète des métadonnées

Littérature citée [3 références]  Voir  Masquer  Télécharger

https://hal.inria.fr/hal-00690484
Contributeur : Ingrid Falk <>
Soumis le : lundi 27 août 2012 - 16:03:26
Dernière modification le : jeudi 11 janvier 2018 - 06:23:43
Document(s) archivé(s) le : mercredi 28 novembre 2012 - 02:30:09

Fichiers

Identifiants

  • HAL Id : hal-00690484, version 1

Collections

Citation

Ingrid Falk, Claire Gardent, Jean-Charles Lamirel. Classifying French Verbs Using French and English Lexical Resources. The 50th annual meeting of the Association for Computational Linguistics - ACL'12, Jul 2012, Jeju, South Korea. Association for Computational Linguistics, 1: Long Papers, pp.854--863, 2012, Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics. 〈http://www.aclweb.org/anthology/P12-1090〉. 〈hal-00690484〉

Partager

Métriques

Consultations de la notice

176

Téléchargements de fichiers

348