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Summary generator, summary generation method and computer program

机译:摘要生成器,摘要生成方法和计算机程序

摘要

A summary generating apparatus includes; a text storage device storing text with information indicating a portion to be focused on; word vector converters vectorizing each word of the text and adding an element indicating whether the word is focused on or not to the vector and thereby converting the text to a word vector sequence; an LSTM implemented by a neural network performing sequence-to-sequence type conversion, pre-trained by machine learning to output, in response to each of the word vectors of the word vector sequence input in a prescribed order, a summary of the text consisting of the words represented by the word sequence; and input units inputting each of the word vectors of the word vector sequence in the prescribed order to the neural network.
机译:简要的生成装置包括;存储文本的文本存储设备与指示要聚焦的部分的信息; Word矢量转换器矢量化文本的每个单词和添加指示单词是否聚焦在向量中,从而将文本转换为单词向量序列;由一种由神经网络实现的LSTM执行序列 - 序列类型转换,由机器学习预先训练以响应于按规定顺序输入的单词矢量序列的每个字矢量,由规定的顺序,组成的文本的摘要单词序列表示的单词;并输入单位以规定的顺序输入单词矢量序列的每个单词向量到神经网络。

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