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Cross-Language Text Summarization Using Sentence and Multi-Sentence Compression

2018; Springer Science+Business Media; Linguagem: Inglês

10.1007/978-3-319-91947-8_48

1611-3349

Elvys Linhares Pontes, Stéphane Huet, Juan‐Manuel Torres‐Moreno, Andréa Carneiro Linhares,

Advanced Text Analysis Techniques

Cross-Language Automatic Text Summarization produces a summary in a language different from the language of the source documents. In this paper, we propose a French-to-English cross-lingual summarization framework that analyzes the information in both languages to identify the most relevant sentences. In order to generate more informative cross-lingual summaries, we introduce the use of chunks and two compression methods at the sentence and multi-sentence levels. Experimental results on the MultiLing 2011 dataset show that our framework improves the results obtained by state-of-the art approaches according to ROUGE metrics.