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Nov, 2021
基于讲话人和时间的对话辩论分类的联合上下文学习
Speaker and Time-aware Joint Contextual Learning for Dialogue-act Classification in Counselling Conversations
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Ganeshan Malhotra, Abdul Waheed, Aseem Srivastava, Md Shad Akhtar, Tanmoy Chakraborty
TL;DR
本研究旨在研发面向心理健康辅导的自动对话系统。我们提出了一种名为HOPE的新型数据集,并开发了基于转换器的SPARTA模型,实现了对辅导对话的对话行为分类,表现出出色的性能,达到了最先进水平。
Abstract
The onset of the
covid-19 pandemic
has brought the
mental health
of people under risk. Social counselling has gained remarkable significance in this environment. Unlike general goal-oriented dialogues, a conversa
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