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Semantic information generation method, semantic information generation device, and program

机译:语义信息生成方法,语义信息生成装置及程序

摘要

A method includes acquiring a first corpus, including first text of a first sentence including a first word and described in a natural language, and second text of a second sentence including a second word different in meaning from the first word, a second word distribution of the second word being similar to a first word distribution of the first word, acquiring a second corpus including third text of a third sentence, including a third word identical to the first word and/or the second word, a third word distribution of the third word being not similar to the first word distribution, based on an arrangement of a word string in the first corpus and the second corpus, assigning to the first word a first vector representing a meaning of the first word and assigning to the second word a second vector representing a meaning of the second word.
机译:一种方法包括获取第一语料库,该第一语料库包括以自然语言描述的包括第一单词的第一句子的第一文本,以及以自然语言描述的包括第二单词的第二句子的第二文本,第二单词的含义与第一单词不同。第二单词与第一单词的第一单词分布相似,获取包括第三句子的第三文本的第二语料库,第三句子包括与第一单词和/或第二单词相同的第三单词,第三单词的第三单词分布基于第一语料库和第二语料库中的单词串的排列,与第一单词分布不同的单词向第一单词分配表示第一单词含义的第一向量,并向第二单词分配第二单词向量表示第二个单词的含义。

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