Chiung-hui Tseng
Also published as: Chiung-Hui Tseng
2009
A Thesaurus-Based Semantic Classification of English Collocations
Chung-Chi Huang
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Kate H. Kao
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Chiung-Hui Tseng
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Jason S. Chang
International Journal of Computational Linguistics & Chinese Language Processing, Volume 14, Number 3, September 2009
2008
Mining the Web for Domain-Specific Translations
Jian-Cheng Wu
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Peter Wei-Huai Hsu
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Chiung-Hui Tseng
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Jason S. Chang
Proceedings of the 8th Conference of the Association for Machine Translation in the Americas: Research Papers
We introduce a method for learning to find domain-specific translations for a given term on the Web. In our approach, the source term is transformed into an expanded query aimed at maximizing the probability of retrieving translations from a very large collection of mixed-code documents. The method involves automatically generating sets of target-language words from training data in specific domains, automatically selecting target words for effectiveness in retrieving documents containing the sought-after translations. At run time, the given term is transformed into an expanded query and submitted to a search engine, and ranked translations are extracted from the document snippets returned by the search engine. We present a prototype, TermMine, which applies the method to a Web search engine. Evaluations over a set of domains and terms show that TermMine outperforms state-of-the-art machine translation systems.
A Thesaurus-Based Semantic Classification of English Collocations
Chung-chi Huang
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Chiung-hui Tseng
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Kate H. Kao
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Jason S. Chang
Proceedings of the 20th Conference on Computational Linguistics and Speech Processing
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