A Graph-based Approach to Cross-language Multi-document Summarization - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2011

A Graph-based Approach to Cross-language Multi-document Summarization

Résumé

Cross-language summarization is the task of generating a summary in a language different from the language of the source documents. In this paper, we propose a graph-based approach to multi-document summarization that integrates machine translation quality scores in the sentence extraction process. We evaluate our method on a manually translated subset of the DUC 2004 evaluation campaign. Results indicate that our approach improves the readability of the generated summaries without degrading their informativity. Index Terms-Graph-based approach, cross-language multi-document summarization.
Fichier principal
Vignette du fichier
Polibits11.pdf (123.68 Ko) Télécharger le fichier
Origine : Fichiers éditeurs autorisés sur une archive ouverte
Loading...

Dates et versions

hal-02021891 , version 1 (26-02-2019)

Identifiants

  • HAL Id : hal-02021891 , version 1

Citer

Florian Boudin, Stéphane Huet, Juan-Manuel Torres-Moreno. A Graph-based Approach to Cross-language Multi-document Summarization. 12th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing), 2011, Tokyo, Japan. pp.113-118. ⟨hal-02021891⟩

Collections

UNIV-AVIGNON LIA
47 Consultations
140 Téléchargements

Partager

Gmail Facebook X LinkedIn More