CONVERSATIONAL TURN ANALYSIS NEURAL NETWORKS
    22.
    发明申请

    公开(公告)号:US20190294973A1

    公开(公告)日:2019-09-26

    申请号:US16363891

    申请日:2019-03-25

    申请人: Google LLC

    IPC分类号: G06N3/08 G06N3/04 G06F17/27

    摘要: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for training conversational turn analysis neural networks. One of the methods includes obtaining unsupervised training data comprising a plurality of dialogue transcripts; training a turn prediction neural network to perform a turn prediction task on the unsupervised training data using unsupervised learning, wherein: the turn prediction neural network comprises (i) a turn encoder neural network and (ii) a turn decoder neural network; obtaining supervised training data; and training a supervised prediction neural network to perform a supervised prediction task on the supervised training data using supervised learning.