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篇名
Effects of Combining Bilingual and Collocational Information on Translation of English and Chinese Verb-Noun Pairs
作者 Yi-Hsuan Chuang (Yi-Hsuan Chuang)Chao-Lin Liu (Chao-Lin Liu)Jing-Shin Chang (Jing-Shin Chang)
中文摘要
We studied a special case of the translation of English verbs in verb-object pairs. Researchers have studied the effects of the linguistic information of the verbs being translated, and many have reported how considering the objects of the verbs will facilitate the quality of translation. In this study, we took an extreme approach - assuming the availability of the Chinese translation of the English object. In a related exploration, we examined how the availability of the Chinese translation of the English verb influences the translation quality of the English nouns in verb phrases with analogous procedures. We explored the issue with 35 thousand VN pairs that we extracted from the training data obtained from the 2011 NTCIR PatentMT workshop and with 4.8 thousand VN pairs that we extracted from a bilingual version of Scientific American magazine. The results indicated that, when the English verbs and objects were known, the additional information about the Chinese translations of the English verbs (or nouns) could improve the translation quality of the English nouns (or verbs) but not significantly. Further experiments were conducted to compare the quality of translation achieved by our programs and by human subjects. Given the same set of information for translation decisions, human subjects did not outperform our programs, reconfirming that good translations depend heavily on contextual information of wider ranges.
起訖頁 1-28
關鍵詞 Machine TranslationFeature ComparisonNear Synonyms in ChineseE-HowNetHuman Judgments
刊名 中文計算語言學期刊  
期數 201209 (17:3期)
出版單位 中華民國計算語言學學會
該期刊-下一篇 聲符部件排序與形聲字發音規則探勘
 

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