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16578 WikiTranslate: Query Translation for Cross-lingual Information Retrieval using only Wikipedia
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Nguyen, Dong-Phuong and Overwijk, A. and Hauff, C. and Trieschnigg, R.B. and Hiemstra, D. and de Jong, F.M.G. (2009) WikiTranslate: Query Translation for Cross-lingual Information Retrieval using only Wikipedia. In: Evaluating Systems for Multilingual and Multimodal Information Access. pp. 58-65. Lecture Notes in Computer Science 5706. Springer Verlag. ISBN 978-3-642-04446-5

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Official URL: http://dx.doi.org/10.1007/978-3-642-04447-2_6

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Abstract

This paper presents WikiTranslate, a system which performs query translation for cross-lingual information retrieval (CLIR) using only Wikipedia to obtain translations. Queries are mapped to Wikipedia concepts and the corresponding translations of these concepts in the target language are used to create the final query. WikiTranslate is evaluated by searching with topics formulated in Dutch, French and Spanish in an English data collection. The system achieved a performance of 67% compared to the monolingual baseline.

Item Type:Conference or Workshop Paper (Full Paper, Talk)
Research Group:EWI-HMI: Human Media Interaction, EWI-DB: Databases
Research Program:CTIT-NICE: Natural Interaction in Computer-mediated Environments
Research Project:MultimediaN/N5: Semantic access
ID Code:16578
Status:Published
Deposited On:30 November 2009
Refereed:Yes
International:Yes
More Information:statisticsmetis

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