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論文:Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots
時間 2020-01-22
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論文
learning
matching
models
weak
supervision
response
selection
retrieval
based
chatbots
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原文
原文鏈接
論文連接:https://arxiv.org/abs/1805.02333app 本文提出了一種用seq2seq給每一個(context, response)pair打分,並把這個分數做爲「soft」 margin 用linear svm loss來進行訓練的方法,有針對性地解決了當前訓練檢索式對話系統的matching model,在訓練時sample negative responses的時候
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