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Method for assigning semantic information to word through learning using text corpus

机译:通过文本语料库的学习为单词赋予语义信息的方法

摘要

A method is provided for controlling a device based on acquired text data. The method includes acquiring the text data indicating a voice spoken by a user, and analyzing a meaning of the text data based on a table, in which a word and a vector representing a meaning of the word in a vector space of predetermined dimensions are associated. The method also includes generating a command to control the device based on the analyzed meaning of the text data. The table is generated by performing a learning process by assigning to a first word a first vector representing a meaning of the first word in the vector space, and by assigning to a second word a second vector representing a meaning of the second word in the vector space, in accordance with an arrangement of a word string in a first text corpus and a second text corpus.
机译:提供了一种用于基于获取的文本数据来控制设备的方法。该方法包括:获取指示用户说出的语音的文本数据;以及基于表来分析文本数据的含义,在该表中,将单词和代表预定含义的向量空间中的单词的含义的向量相关联。该方法还包括基于所分析的文本数据的含义生成命令以控制设备。该表是通过执行学习过程而生成的,该学习过程是向第一单词分配代表向量空间中第一个单词的含义的第一向量,以及向第二单词分配代表向量中第二个单词的含义的第二向量根据第一文本语料库和第二文本语料库中的单词串的排列来确定空格。

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