A Hybrid Technique for English-Chinese Cross Language Information Retrieval

DONG ZHOU; MARK TRURAN; TIM BRAILSFORD; HELEN ASHMAN

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A Hybrid Technique for English-Chinese Cross Language Information Retrieval

机译：英汉跨语言信息检索的混合技术

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摘要

In this article we describe a hybrid technique for dictionary-based query translation suitable for English-Chinese cross language information retrieval. This technique marries a graph-based model for the resolution of candidate term ambiguity with a pattern-based method for the translation of out-of-vocabulary (OOV) terms. We evaluate the performance of this hybrid technique in an experiment using several NTCIR test collections. Experimental results indicate a substantial increase in retrieval effectiveness over various baseline systems incorporating machine- and dictionary-based translation.

机译：在本文中，我们描述了一种适用于英汉跨语言信息检索的基于字典的查询翻译的混合技术。该技术将基于图的模型用于候选词歧义的解决方案与基于模式的方法（用于语音外（OOV）术语的翻译）相结合。我们在使用多个NTCIR测试集合的实验中评估了这种混合技术的性能。实验结果表明，在结合了基于机器和字典的翻译的各种基准系统上，检索效率大大提高。

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来源
《ACM transactions on Asian language information processing》 |2008年第2期|p.5-39|共35页
作者
DONG ZHOU; MARK TRURAN; TIM BRAILSFORD; HELEN ASHMAN;
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作者单位

University of Nottingham;

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原文格式 PDF
正文语种 eng
中图分类计算技术、计算机技术;
关键词
cross language information retrieval; disambiguation; graph-based analysis; patterns; unknown term translation;

机译：跨语言信息检索;消歧;基于图的分析;模式;未知术语翻译;

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1. A lexical knowledge base approach for English-Chinese cross-language information retrieval [J] . Chen JP Journal of the American Society for Information Science and Technology . 2006,第2期

机译：英汉跨语言信息检索的词汇知识库方法
2. Term disambiguation techniques based on target document collection for cross-language information retrieval: An empirical comparison of performance between techniques [J] . Kishida K Information Processing & Management . 2007,第1期

机译：基于目标文档集合的术语歧义消除技术用于跨语言信息检索：技术之间性能的实证比较
3. Translation Techniques in Cross-Language Information Retrieval [J] . DONG ZHOU, MARK TRURAN, TIM BRAILSFORD, ACM Computing Surveys . 2013,第1期

机译：跨语言信息检索中的翻译技术
4. RESEARCH ON ENGLISH-CHINESE CROSS-LANGUAGE INFORMATION RETRIEVAL [C] . YUE-JIE ZHANG, TAO ZHANG Proceedings of the 2007 International Conference on Machine Learning and Cybernetics . 2007

机译：英语跨语言信息检索研究
5. The construction, use, and evaluation of a lexical knowledge base for English-Chinese cross-language information retrieval. [D] . Chen, Jiangping. 2003

机译：英汉跨语言信息检索的词汇知识库的构建，使用和评估。
6. Successful retrieval of fractured pressure wire tip (FFR) by hybrid technique [O] . Prakash Sadashivappa Surhonne, Himanshu Mahla, Shivakumar Bhairappa, 2015

机译：通过混合技术成功检索断裂的压线尖端（FFR）
7. Generating phonetic cognates to handle named entities in English-Chinese cross-language spoken document retrieval [O] . Helen M. Meng, Wai-kit Lo, Berlin Chen, 2001

机译：生成语音认知以处理英汉跨语言语音文档检索中的命名实体

A Hybrid Technique for English-Chinese Cross Language Information Retrieval

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