DIALOGUE GENERATION METHOD AND APPARATUS

WIPO Patent Application WO/2019/174450

A1

Disclosed are a dialogue generation method and apparatus, which relate to the technical field of computers. One particular embodiment of the method comprises: receiving dialogue information of a current dialogue, acquiring a hidden state vector of a previous dialogue, and determining a hidden state vector of the current dialogue according to the dialogue information and the hidden state vector of the previous dialogue; generating a corresponding variational hidden state vector based on the hidden state vector of the current dialogue to extract a corresponding memory content vector; and generating dialogue reply information at least according to the hidden state vector of the current dialogue and the memory content vector. The embodiment provides a novel dialogue generation idea to be combined with a variational hidden variable to randomly read memory content in a memory unit, thereby generating a diversified dialogue reply. In addition, the extraction of memory content improves the accuracy of a dialogue reply.

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REN ZHAOCHUN (CN)
CHEN HONGSHEN (CN)
TANG JILIANG (CN)
YIN DAWEI (CN)
ZHAO YIHONG (CN)

PCT/CN2019/075876

September 19, 2019

February 22, 2019

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BEIJING JINGDONG SHANGKE INFORMATION TECHNOLOGY CO LTD (CN)
BEIJING JINGDONG CENTURY TRADING CO LTD (CN)

G06F16/00

WO2016066035A1

2016-05-06

CN107368524A	2017-11-21
CN106095950A	2016-11-09
CN105159996A	2015-12-16

CHINA SINDA INTELLECTUAL PROPERTY LIMITED (CN)

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