发明名称 |
SUBJECT ESTIMATION SYSTEM FOR ESTIMATING SUBJECT OF DIALOG |
摘要 |
A subject estimation system includes a convolutional neural network to estimate a subject label of a dialog. The convolution neural network includes: one or more topic-dependent convolutional layers and one topic-independent convolutional layer, each of the one or more topic-dependent convolutional layers performing, on an input of a word-string vector sequence corresponding to dialog text transcribed from a dialog, a convolution operation dependent on a topic, and the topic-independent convolutional layer performing, on the input of the word-string vector sequence, a convolution operation not dependent on the topic; a pooling layer performing pooling process on outputs of the convolutional layer; and a fully connected layer performing full connection process on outputs of the pooling layer. |
申请公布号 |
EP3144860(A2) |
申请公布日期 |
2017.03.22 |
申请号 |
EP20160187517 |
申请日期 |
2016.09.07 |
申请人 |
Panasonic Intellectual Property Management Co., Ltd. |
发明人 |
SHI, Hongjie;USHIO, Takashi;ENDO, Mitsuru;YAMAGAMI, Katsuyoshi |
分类号 |
G06N3/04;G06F17/20 |
主分类号 |
G06N3/04 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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