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Online Published by Cambridge University Press: November 10, 2005
One of the most important problems in the language translation is how to handle unrestricted expressions in spontaneous utterances. We have developed a paraphrash for use as part of a translation system, and in this document we describe in this contribution the implementation of a Chinese paraphraser for a Chinese Japanese language translation system. If an input kit can not be translated from the transmission machine, the paraphrader automatically converts the set into alternative expressions until one of these alternatives can be translated from the transfer motor. Two main problems must be treated in the transcription: To determine new expressions, and how to keep the meaning of the input kit. We use a pattern-based approach in which the meaning is kept for the greatest possible expansion without deep analysis. The paraphrase patterns are acquired by a paraphrase corpus and a human experience. The paraphrase instances are extracted automatically and then generalized in paraphrase patterns. A total of 1719 paraphrase patterns obtained using this method, and a reacted paraphraser were used in a paraphrasing investment. The results showed that the implemented paraphraser for each test set 1.7 paraphrases generated on average and achieved an accuracy of 88%.
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