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OALib Journal期刊
ISSN: 2333-9721
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Multiple Language Identification Based on Character-level Markov Models
基于字符层马尔科夫模型的多语种识别

Keywords: Character based markov models,Language identification,Machine translation
字符层马尔科夫模型
,语种识别,机器翻译

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Abstract:

Language identification is a necessary pre-process in machine translation and other muhi-language applications, but no experiments hase yet been reported on double-byte encoded languages, such as Chinese and Japanese. An efficient EM based training algorithm on Markov language model is proposed and evaluated. The performance analysis and comparison with other algorithms are also presented.

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