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Synonym dictionary creation device, synonym dictionary creation program, and synonym dictionary creation method

机译:同义词词典创建设备,同义词词典创建程序和同义词词典创建方法

摘要

A synonym dictionary with high precision is made and a synonym dictionary is automatically generated from the text. Morphological analysis is performed on the text, and the text is divided into a plurality of words to obtain morpheme-interpreted text. Topic classification is performed on the morpheme-interpreted text, and at least one topic word belonging to each topic is selected from a plurality of words, and a reference word characterizing each topic is extracted from at least one topic word. A plurality of words are multidimensionally vectorized, and a plurality of vectors representing each of the plurality of words are obtained. At least one similar word is selected from a plurality of words. At least one similar word is selected such that the degree of similarity between the vector representing the reference word and the vector representing each similar word of the at least one similar word is higher than a set criterion. A synonym dictionary is created in which at least a part of at least one synonym is registered.
机译:制作了高精度的同义词词典,并根据文本自动生成了同义词词典。对文本进行形态分析,并且将文本分为多个单词以获得词素解释的文本。对语素解释文本执行主题分类,并且从多个词中选择属于每个主题的至少一个主题词,并且从至少一个主题词中提取表征每个主题的参考词。多个单词被多维矢量化,并且获得表示多个单词中的每个单词的多个矢量。从多个单词中选择至少一个相似单词。选择至少一个相似词,使得代表参考词的向量与代表至少一个相似词的每个相似词的向量之间的相似度高于设定标准。创建同义词字典,其中注册至少一个同义词的至少一部分。

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