Extending query translation to cross-language query expansion with markov chain models

@inproceedings{Cao2007ExtendingQT,
  title={Extending query translation to cross-language query expansion with markov chain models},
  author={Guihong Cao and Jianfeng Gao and Jian-Yun Nie and Jing Bai},
  booktitle={CIKM},
  year={2007}
}
Dictionary-based approaches to query translation have been widely used in Cross-Language Information Retrieval (CLIR) experiments. However, translation has been not only limited by the coverage of the dictionary, but also affected by translation ambiguities. In this paper we propose a novel method of query translation that combines other types of term relation to complement the dictionary-based translation. This allows extending the literal query translation to related words, which produce a… CONTINUE READING
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