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An investigation of question translation for English-Chinese cross-language question answering

Zhang, Ying and Jones, Gareth J.F. and Zhang, Sen and Wang, Bin and Guo, Yuqing and Ma, Yanjun (2007) An investigation of question translation for English-Chinese cross-language question answering. In: CIICT 2007 - Proceedings of the China-Ireland International Conference on Information and Communications Technologies, 28-29 August 2007, Dublin, Ireland.

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Abstract

Question-answering (QA) is a next-generation search technology which aims to provide answers to a user’s question from a collection of documents. Cross-Language QA (CLQA) extends this paradigm to answering questions from a collection in a different language to the question itself. The accuracy with which a CLQA system answers questions depends on the QA system and translation between the question and the information source. We report results from an evaluation of English–Chinese CLQA comparing question translation using standard machine translation systems and extended translation incorporating web mining to enhance the translation dictionary against a baseline of monolingual Chinese QA. Results from these experiments show that our noun phrase recognition and translation techniques lead to a significant improvement in CLQA effectiveness. Moreover, the syntactic form of a question can be impaired during query translation, and thus potentially degrades the overall CLQA system performance.

Item Type:Conference or Workshop Item (Paper)
Event Type:Conference
Refereed:Yes
Uncontrolled Keywords:Cross-language question answering; Named entity extraction; Web mining;
Subjects:Computer Science > Machine translating
Computer Science > Information storage and retrieval systems
Computer Science > Digital video
DCU Faculties and Centres:Research Initiatives and Centres > Centre for Digital Video Processing (CDVP)
Research Initiatives and Centres > National Centre for Language Technology (NCLT)
Official URL:http://www.ciict.org/
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
ID Code:282
Deposited On:11 Mar 2008 by DORAS Administrator. Last Modified 18 Feb 2010 16:18

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