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论文:Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots
时间 2020-01-22
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论文
learning
matching
models
weak
supervision
response
selection
retrieval
based
chatbots
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论文连接:https://arxiv.org/abs/1805.02333app 本文提出了一种用seq2seq给每一个(context, response)pair打分,并把这个分数做为“soft” margin 用linear svm loss来进行训练的方法,有针对性地解决了当前训练检索式对话系统的matching model,在训练时sample negative responses的时候
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