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Machine translation device and machine translation method in which a syntax conversion model and a word translation model are combined
Machine translation device and machine translation method in which a syntax conversion model and a word translation model are combined
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机译:结合了语法转换模型和单词翻译模型的机器翻译装置和机器翻译方法
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摘要
The present invention relates to statistical machine translation, and provides a machine translation device and a machine translation method that acquire a creation probability for a target language from a single corpus while extracting respective conversion probabilities by extracting syntax conversion knowledge and word translation knowledge from a parallel corpus, model a weighted translation model by allowing each of the conversion knowledge and each of the probabilities to learn using a translation model learning device, and generate a target sentence through decoding processes of a syntax converter and a word translator by applying the translation model to a source sentence input in real time, thereby resolving disadvantages of the existing phrase-based SMT and syntax-based SMT and combining advantages thereof.
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