Yushan Qian — accepted AI-conference papers

2023

Empathetic Response Generation via Emotion Cause Transition Graph

Yushan Qian, Bo Wang, Ting-En Lin, Yinhe Zheng, Ying Zhu, Dongming Zhao +3

ICASSP 2023accepted

Empathetic dialogue is a human-like behavior that requires the perception of both affective factors (e.g., emotion status) and cognitive factors (e.g., cause of the emotion). Besides concerning emotion status in early work, the latest approaches study emotion causes in empathetic dialogue. These app…

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2023

Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements

Yushan Qian, Weinan Zhang, Ting Liu

EMNLP 2023long findings

Empathetic dialogue is an indispensable part of building harmonious social relationships and contributes to the development of a helpful AI. Previous approaches are mainly based on fine small-scale language models. With the advent of ChatGPT, the application effect of large language models (LLMs) in…

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