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Techniques for reordering words of sentences for improved translation between languages

机译:重新排列句子单词以改善语言之间翻译的技术

摘要

Computer-implemented techniques include receiving a phrase in a first language and obtaining a corpus comprising a plurality of phrases in the first language and word reordering information for the plurality of phrases, the word reordering information indicating a correct word order for each phrase in a second language. Word-to-word correspondences between each of the phrases in the first language and the corresponding correct word order for the phrase in the second language are identified and at least one tree that allows for the identified word-to-word correspondences is generated. Based upon the at least one tree, a statistical model for reordering from a word order that is correct for the first language to a word order that is correct for the second language is created. Based upon the statistical model, a reordered phrase from the received phrase is generated, the reordered phrase having a correct word order for the second language.
机译:计算机实现的技术包括:接收第一语言的短语,以及获得包括第一语言的多个短语和该多个短语的单词重排信息的语料库,该单词重排信息指示第二语言中每个短语的正确单词顺序语言。识别第一语言中的每个短语与第二语言中的该短语的对应正确单词顺序之间的单词到单词的对应关系,并生成至少一个允许所标识的单词到单词的对应关系的树。基于至少一棵树,创建用于从对第一语言正确的单词顺序到对第二语言正确的单词顺序重新排序的统计模型。基于统计模型,从接收到的短语生成重新排序的短语,该重新排序的短语具有第二语言的正确单词顺序。

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