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Oct, 2020
对话状态跟踪的语义表述
Conversational Semantic Parsing for Dialog State Tracking
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Jianpeng Cheng, Devang Agrawal, Hector Martinez Alonso, Shruti Bhargava, Joris Driesen...
TL;DR
采用层次表示的语义分析任务，以实现对话状态跟踪，并通过TreeDST数据集的编码器 - 解码器框架实现了比现有技术水平的DST方法更好的结果。
Abstract
We consider a new perspective on
dialog state tracking
(DST), the task of estimating a user's goal through the course of a dialog. By formulating DST as a
semantic parsing
task over
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