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Aug, 2019
基于DAG-LSTMs的群聊对话行为分类
Dialogue Act Classification in Group Chats with DAG-LSTMs
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Ozan İrsoy, Rakesh Gosangi, Haimin Zhang, Mu-Hsin Wei, Peter Lund...
TL;DR
本文提出一种新型模型结构DAG-LSTM用于DA分类,该模型利用了自然存在于多方对话中的转换结构,并将其编码在模型结构中,相对于现有方法,该方法在准确度和宏F1得分方面均有1%左右的提升。
Abstract
dialogue act
(DA) classification has been studied for the past two decades and has several key applications such as workflow automation and conversation analytics. Researchers have used, to address this problem, various traditional
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