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This report presents a study on the emotional dialogue capability of ChatGPT, an advanced language model developed by OpenAI.
Dialogue act classification with context-aware self-attention
Vipul Raheja and Joel Tetreault. 2019 · 1904
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Moel: Mixture of empathetic listeners
Zhaojiang Lin, Andrea Madotto, Jamin Shin, Peng Xu, and Pascale Fung. 2019 · 1908
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Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Ves Stoyanov, and Luke Zettlemoyer. 2019 · 1910
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Empdg: Multiresolution interactive empathetic dialogue generation
Qintong Li, Hongshen Chen, Zhaochun Ren, Pengjie Ren, Zhaopeng Tu, and Zhumin Chen. 2019 · 1911
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Bleu: a method for automatic evaluation of machine translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu. 2002 · 2002
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Rouge: A package for automatic evaluation of summaries
Chin-Yew Lin. 2004 · 2004
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Recipes for building an open-domain chatbot
Stephen Roller, Emily Dinan, Naman Goyal, Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Kurt Shuster, Eric M Smith, et al. 2020 · 2004
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IEMOCAP: interactive emotional dyadic motion capture database
Carlos Busso, Murtaza Bulut, Chi-Chun Lee, Abe Kazemzadeh, Emily Mower, Samuel Kim, Jeannette N. Chang, Sungbok Lee, and Shrikanth S. Narayanan. 2008 · 2008
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Cosmic: Commonsense knowledge for emotion identification in conversations
Deepanway Ghosal, Navonil Majumder, Alexander Gelbukh, Rada Mihalcea, and Soujanya Poria. 2020 · 2010
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Mime: Mimicking emotions for empathetic response generation
Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander Gelbukh, Rada Mihalcea, and Soujanya Poria. 2020 · 2010
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A diversity-promoting objective function for neural conversation models
Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao, and Bill Dolan. 2015 · 2015
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Dailydialog: A manually labelled multi-turn dialogue dataset
Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, and Shuzi Niu. 2017 · 2017
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Emotion detection on tv show transcripts with sequence-based convolutional neural networks
Sayyed M Zahiri and Jinho D Choi. 2017 · 2017
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Emotionlines: An emotion corpus of multi-party conversations
Chao-Chun Hsu, Sheng-Yeh Chen, Chuan-Chun Kuo, Ting-Hao K. Huang, and Lun-Wei Ku. 2018 · 2018
Cited alongside, same era.
Next-generation of virtual personal assistants (microsoft cortana, apple siri, amazon alexa and google home)
Veton Kepuska and Gamal Bohouta. 2018 · 2018
Cited alongside, same era.
Towards empathetic open-domain conversation models: A new benchmark and dataset
Hannah Rashkin, Eric Michael Smith, Margaret Li, and Y-Lan Boureau. 2018 · 2018
Cited alongside, same era.
Antprophet: an intention mining system behind alipay’s intelligent customer service bot
Cen Chen, Xiaolu Zhang, Sheng Ju, Chilin Fu, Caizhi Tang, Jun Zhou, and Xiaolong Li. 2019 · 2019
Cited alongside, same era.
Dialoguernn: An attentive rnn for emotion detection in conversations
Navonil Majumder, Soujanya Poria, Devamanyu Hazarika, Rada Mihalcea, Alexander Gelbukh, and Erik Cambria. 2019 · 2019
Cited alongside, same era.
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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CoMPM: Context modeling with speaker’s pre-trained memory tracking for emotion recognition in conversation
Joosung Lee and Wooin Lee. 2022 · 2022
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Jiangnan Li, Fandong Meng, Zheng Lin, Rui Liu, Peng Fu, Yanan Cao, Weiping Wang, and Jie Zhou. 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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An iterative emotion interaction network for emotion recognition in conversations
Xin Lu, Yanyan Zhao, Yang Wu, Yijian Tian, Huipeng Chen, and Bing Qin. 2020 · 2020
Cited alongside, same era.
Dcr-net: A deep co-interactive relation network for joint dialog act recognition and sentiment classification
Libo Qin, Wanxiang Che, Yangming Li, Mingheng Ni, and Ting Liu. 2020 · 2020
Cited alongside, same era.
The design and implementation of xiaoice, an empathetic social chatbot
Li Zhou, Jianfeng Gao, Di Li, and Heung-Yeung Shum. 2020 · 2020
Cited alongside, same era.
Dialoguecrn: Contextual reasoning networks for emotion recognition in conversations
Dou Hu, Lingwei Wei, and Xiaoyong Huai. 2021 · 2021
Cited alongside, same era.
Towards emotional support dialog systems
Siyang Liu, Chujie Zheng, Orianna Demasi, Sahand Sabour, Yu Li, Zhou Yu, Yong Jiang, and Minlie Huang. 2021 · 2021
Cited alongside, same era.
Recognizing emotion cause in conversations
Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Deepanway Ghosal, Rishabh Bhardwaj, Samson Yu Bai Jian, Pengfei Hong, Romila Ghosh, Abhinaba Roy, Niyati Chhaya, et al. 2021 · 2021
Cited alongside, same era.
Co-gat: A co-interactive graph attention network for joint dialog act recognition and sentiment classification
Libo Qin, Zhouyang Li, Wanxiang Che, Minheng Ni, and Ting Liu. 2021 · 2021
Cited alongside, same era.
Cem: Commonsense-aware empathetic response generation
Sahand Sabour, Chujie Zheng, and Minlie Huang. 2022 · 2022
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Supervised prototypical contrastive learning for emotion recognition in conversation
Xiaohui Song, Longtao Huang, Hui Xue, and Songlin Hu. 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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Empathetic dialogue generation via sensitive emotion recognition and sensible knowledge selection
Lanrui Wang, Jiangnan Li, Zheng Lin, Fandong Meng, Chenxu Yang, Weiping Wang, and Jie Zhou. 2022 · 2022
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Tsam: A two-stream attention model for causal emotion entailment
Duzhen Zhang, Zhen Yang, Fandong Meng, Xiuyi Chen, and Jie Zhou. 2022 · 2022
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Yejin Bang, Samuel Cahyawijaya, Nayeon Lee, Wenliang Dai, Dan Su, Bryan Wilie, Holy Lovenia, Ziwei Ji, Tiezheng Yu, Willy Chung, et al. 2023 · 2023
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Chatgpt: Jack of all trades, master of none
Jan Kocoń, Igor Cichecki, Oliwier Kaszyca, Mateusz Kochanek, Dominika Szydło, Joanna Baran, Julita Bielaniewicz, Marcin Gruza, Arkadiusz Janz, Kamil Kanclerz, et al. 2023 · 2023
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Is chatgpt a general-purpose natural language processing task solver?
Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, and Diyi Yang. 2023 · 2023
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On the robustness of chatgpt: An adversarial and out-of-distribution perspective
Jindong Wang, Xixu Hu, Wenxin Hou, Hao Chen, Runkai Zheng, Yidong Wang, Linyi Yang, Haojun Huang, Wei Ye, Xiubo Geng, et al. 2023 · 2023
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