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Due to the lack of human resources for mental health support, there is an increasing demand for employing conversational agents for support.
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Towards emotional support dialog systems
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Language models are unsupervised multitask learners
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Walter Cullen, Gautam Gulati, and Brendan D Kelly. 2020 · 2020
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Preliminary evaluation of the engagement and effectiveness of a mental health chatbot
Kate Daley, Ines Hungerbuehler, Kate Cavanagh, Heloísa Garcia Claro, Paul Alan Swinton, and Michael Kapps. 2020 · 2020
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A mental health chatbot for regulating emotions (sermo)-concept and usability test
Kerstin Denecke, Sayan Vaaheesan, and Aaganya Arulnathan. 2020 · 2020
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Epidemiology of mental health problems in covid-19: a review
Md Mahbub Hossain, Samia Tasnim, Abida Sultana, Farah Faizah, Hoimonty Mazumder, Liye Zou, E Lisako J McKyer, Helal Uddin Ahmed, and Ping Ma. 2020 · 2020
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Challenges in building intelligent open-domain dialog systems
Minlie Huang, Xiaoyan Zhu, and Jianfeng Gao. 2020 · 2020
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Bart: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension
Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov, and Luke Zettlemoyer. 2020 · 2020
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Siyang Liu, Chujie Zheng, Orianna Demasi, Sahand Sabour, Yu Li, Zhou Yu, Yong Jiang, and Minlie Huang. 2021 · 2021
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Evan Peterson. 2021 · 2021
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Lee Jing Yang, Lee Kong Aik, and Gan Woon Seng. 2021 · 2021
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Chujie Zheng, Yong Liu, Wei Chen, Yongcai Leng, and Minlie Huang. 2021 · 2021
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Improving multi-turn emotional support dialogue generation with lookahead strategy planning
Yi Cheng, Wenge Liu, Wenjie Li, Jiashuo Wang, Ruihui Zhao, Bang Liu, Xiaodan Liang, and Yefeng Zheng. 2022 · 2022
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Rethinking and refining the distinct metric
Siyang Liu, Sahand Sabour, Yinhe Zheng, Pei Ke, Xiaoyan Zhu, and Minlie Huang. 2022 · 2022
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Wei Peng, Yue Hu, Luxi Xing, Yuqiang Xie, Yajing Sun, and Yunpeng Li. 2022 · 2022
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Misc: A mixed strategy-aware model integrating comet for emotional support conversation
Quan Tu, Yanran Li, Jianwei Cui, Bin Wang, Ji-Rong Wen, and Rui Yan. 2022 · 2022
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Long time no see! open-domain conversation with long-term persona memory
Xinchao Xu, Zhibin Gou, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Haifeng Wang, and Shihang Wang. 2022 · 2022
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Augesc: Large-scale data augmentation for emotional support conversation with pre-trained language models
Chujie Zheng, Sahand Sabour, Jiaxin Wen, and Minlie Huang. 2022 · 2022
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