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As a critical step to achieve human-like chatbots, empathetic response generation has attained increasing interests.
Retrieve, discriminate and rewrite: A simple and effective framework for obtaining affective response in retrieval-based chatbots
Xin Lu, Yijian Tian, Yanyan Zhao, and Bing Qin. 2021 · 1969
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Measuring nominal scale agreement among many raters
Joseph L Fleiss. 1971 · 1971
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The necessary and sufficient conditions of therapeutic personality change
Carl R Rogers. 1992 · 1992
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Emotional contagion
Elaine Hatfield, John T Cacioppo, and Richard L Rapson. 1993 · 1993
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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
Earlier work this paper cites.
Human empathy through the lens of social neuroscience
Jean Decety and Claus Lamm. 2006 · 2006
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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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Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher D. Manning. 2014 · 2014
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Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba. 2015 · 2015
Earlier work this paper cites.
A diversity-promoting objective function for neural conversation models
Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao, and Bill Dolan. 2016 · 2016
Earlier work this paper cites.
How NOT to evaluate your dialogue system: An empirical study of unsupervised evaluation metrics for dialogue response generation
Chia-Wei Liu, Ryan Lowe, Iulian Serban, Michael Noseworthy, Laurent Charlin, and Joelle Pineau. 2016 · 2016
Earlier work this paper cites.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017 · 2017
Cited alongside, same era.
Annotating and modeling empathy in spoken conversations
Firoj Alam, Morena Danieli, and Giuseppe Riccardi. 2018 · 2018
Cited alongside, same era.
Emotional chatting machine: Emotional conversation generation with internal and external memory
Hao Zhou, Minlie Huang, Tianyang Zhang, Xiaoyan Zhu, and Bing Liu. 2018 · 2018
Cited alongside, same era.
Mojitalk: Generating emotional responses at scale
Xianda Zhou and William Yang Wang. 2018 · 2018
Cited alongside, same era.
COMET: commonsense transformers for automatic knowledge graph construction
Antoine Bosselut, Hannah Rashkin, Maarten Sap, Chaitanya Malaviya, Asli Celikyilmaz, and Yejin Choi. 2019 · 2019
Cited alongside, same era.
MIME: mimicking emotions for empathetic response generation
Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander F. Gelbukh, Rada Mihalcea, and Soujanya Poria. 2020 · 2020
Later among the works it cites.
What if bots feel moods?
Lisong Qiu, Yingwai Shiu, Pingping Lin, Ruihua Song, Yue Liu, Dongyan Zhao, and Rui Yan. 2020 · 2020
Later among the works it cites.
CDL: curriculum dual learning for emotion-controllable response generation
Lei Shen and Yang Feng. 2020 · 2020
Later among the works it cites.
(comet-) atomic 2020: On symbolic and neural commonsense knowledge graphs
Jena D. Hwang, Chandra Bhagavatula, Ronan Le Bras, Jeff Da, Keisuke Sakaguchi, Antoine Bosselut, and Yejin Choi. 2021 · 2021
Later among the works it cites.
Knowledge bridging for empathetic dialogue generation
Qintong Li, Piji Li, Zhaochun Ren, Pengjie Ren, and Zhumin Chen. 2022 · 2022
Closest in time.
Control globally, understand locally: A global-to-local hierarchical graph network for emotional support conversation
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Moel: Mixture of empathetic listeners
Zhaojiang Lin, Andrea Madotto, Jamin Shin, Peng Xu, and Pascale Fung. 2019 · 2019
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. 2019 · 2019
Cited alongside, same era.
ATOMIC: an atlas of machine commonsense for if-then reasoning
Maarten Sap, Ronan Le Bras, Emily Allaway, Chandra Bhagavatula, Nicholas Lourie, Hannah Rashkin, Brendan Roof, Noah A. Smith, and Yejin Choi. 2019 · 2019
Cited alongside, same era.
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
Cited alongside, same era.
Empdg: Multi-resolution interactive empathetic dialogue generation
Qintong Li, Hongshen Chen, Zhaochun Ren, Pengjie Ren, Zhaopeng Tu, and Zhumin Chen. 2020 · 2020
Cited alongside, same era.
Knowledge-bridged causal interaction network for causal emotion entailment
Weixiang Zhao, Yanyan Zhao, Zhuojun Li, and Bing Qin. 2022a
Cited in the paper.
Wei Peng, Yue Hu, Luxi Xing, Yuqiang Xie, Yajing Sun, and Yunpeng Li. 2022 · 2022
Closest in time.
CEM: commonsense-aware empathetic response generation
Sahand Sabour, Chujie Zheng, and Minlie Huang. 2022 · 2022
Closest in time.
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
Closest in time.
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
Closest in time.
Cauain: Causal aware interaction network for emotion recognition in conversations
Weixiang Zhao, Yanyan Zhao, and Xin Lu. 2022b · 2022
Closest in time.