Wikitranslate: Query Translation for Cross-Lingual Information Retrieval Using Only Wikipedia

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Wikitranslate: Query Translation for Cross-Lingual Information Retrieval Using Only Wikipedia - scientific work related to Wikipedia quality published in 2008, written by Dong Nguyen, Arnold Overwijk, Claudia Hauff, Dolf Trieschnigg, Djoerd Hiemstra and Franciska de Jong.

Overview

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.

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