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- Title
Efficient bilingual lexicon extraction from comparable corpora based on formal concepts analysis.
- Authors
Chebel, Mohamed; Latiri, Chiraz; Gaussier, Eric
- Abstract
Bilingual corpora are an essential resource used to cross the language barrier in multilingual natural language processing tasks. Among bilingual corpora, comparable corpora have been the subject of many studies as they are both frequent and easily available. In this paper, we propose to make use of formal concept analysis to first construct concept vectors which can be used to enhance comparable corpora through clustering techniques. We then show how one can extract bilingual lexicons of improved quality from these enhanced corpora. We finally show that the bilingual lexicons obtained can complement existing bilingual dictionaries and improve cross-language information retrieval systems.
- Subjects
CROSS-language information retrieval; INFORMATION storage &; retrieval systems; CORPORA; LEXICON; NATURAL language processing
- Publication
Natural Language Engineering, 2023, Vol 29, Issue 1, p138
- ISSN
1351-3249
- Publication type
Article
- DOI
10.1017/S135132492100022X