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Chatbots for Mental Health Support: Exploring the Impact of Emohaa on Reducing Mental Distress in China


Sep 21, 2022
Sahand Sabour, Wen Zhang, Xiyao Xiao, Yuwei Zhang, Yinhe Zheng, Jiaxin Wen, Jialu Zhao, Minlie Huang

* Work Under Review 

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Lifelong Learning for Question Answering with Hierarchical Prompts


Aug 31, 2022
Yi Dai, Hao Lang, Yinhe Zheng, Fei Huang, Luo Si, Yongbin Li


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Accuracy on In-Domain Samples Matters When Building Out-of-Domain detectors: A Reply to Marek et al. (2021)


May 24, 2022
Yinhe Zheng, Guanyi Chen

* 4 pages, code available at https://github.com/silverriver/OOD4NLU 

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Rethinking and Refining the Distinct Metric


Apr 03, 2022
Siyang Liu, Sahand Sabour, Yinhe Zheng, Pei Ke, Xiaoyan Zhu, Minlie Huang

* 4 pages, to be published at ACL2022 

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Chat-Capsule: A Hierarchical Capsule for Dialog-level Emotion Analysis


Mar 23, 2022
Yequan Wang, Xuying Meng, Yiyi Liu, Aixin Sun, Yao Wang, Yinhe Zheng, Minlie Huang


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Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation


Mar 22, 2022
Yingxiu Zhao, Zhiliang Tian, Huaxiu Yao, Yinhe Zheng, Dongkyu Lee, Yiping Song, Jian Sun, Nevin L. Zhang

* ACL 2022 

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GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection


Dec 27, 2021
Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li

* 7 pages, 5 figures. Accepted by AAAI 2022 

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