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The majority of existing methods for empathetic response generation rely on the emotion of the context to generate empathetic responses.
TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents
Thomas Wolf, Victor Sanh, Julien Chaumond, and Clement Delangue. 2019 · 1901
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Personality and empathy
R. Dymond. 1950 · 1950
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Empathy and altruism
D. Krebs. 1975 · 1975
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Empathy reconsidered: New directions in psychotherapy
A. Bohart and L. Greenberg. 1997 · 1997
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Empathy and quality of care
S. Mercer and W. Reynolds. 2002 · 2002
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Bleu: a Method for Automatic Evaluation of Machine Translation. In Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics . Philadelphia, PA, 311–318
K. Papineni, S. Roukos, T. Ward, and W. Zhu. 2002 · 2002
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Client-centered and Experiential Psychotherapy in the 21st Century: Advances in Theory, Research, and Practice
Jeanne C. Watson, Rhonda N. Goldman, and Margaret S. Warner. 2002 · 2002
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Cognitive empathy and emotional empathy in human behavior and evolution
A. Smith. 2006 · 2006
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The social neuroscience of empathy
T. Singer and C. Lamm. 2009 · 2009
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Controllable Paraphrasing and Translation with a Syntactic Exemplar
Mingda Chen, Sam Wiseman, and Kevin Gimpel. 2020 · 2010
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Empathy-related responding in children
N. Eisenberg, T. Spinrad, and A. Morris. 2014 · 2014
Earlier work this paper cites.
Generative Adversarial Networks
Ian J. Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio. 2014 · 2014
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VADER: A Parsimonious Rule-based Model for Sentiment Analysis of Social Media Text
C.J. Hutto and Eric Gilbert. 2015 · 2014
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GloVe: Global Vectors for Word Representation. In Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) . Association for Computational Linguistics, Doha, Qatar, 1532–1543
Jeffrey Pennington, Richard Socher, and Christopher Manning. 2014 · 2014
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Sequence to Sequence Learning with Neural Networks
Ilya Sutskever, Oriol Vinyals, and Quoc V. Le. 2014 · 2014
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Adam: A Method for Stochastic Optimization. In Proceedings of ICLR 2015
Diederik P. Kingma and Jimmy Ba. 2015 · 2015
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Effective Approaches to Attention-based Neural Machine Translation
Minh-Thang Luong, Hieu Pham, and Christopher D. Manning. 2015 · 2015
Earlier work this paper cites.
Learning structured output representation using deep conditional generative models. In Advances in neural information processing systems . 3483–3491
Kihyuk Sohn, Honglak Lee, and Xinchen Yan. 2015 · 2015
Earlier work this paper cites.
Oriol Vinyals and Quoc Le. 2015 · 2015
Cited alongside, same era.
Real-Time Speech Emotion and Sentiment Recognition for Interactive Dialogue Systems. In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing . Association for Computational Linguistics, Austin, Texas, 1042–1047
Dario Bertero, Farhad Bin Siddique, Chien-Sheng Wu, Yan Wan, Ricky Ho Yin Chan, and Pascale Fung. 2016 · 2016
Cited alongside, same era.
Zara The Supergirl: An Empathetic Personality Recognition System. In Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations . Association for Computational Linguistics, San Diego, California, 87–91
Pascale Fung, Anik Dey, Farhad Bin Siddique, Ruixi Lin, Yang Yang, Yan Wan, and Ho Yin Ricky Chan. 2016 · 2016
Cited alongside, same era.
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long and Short Papers) , Jill Burstein, Christy Doran, and Thamar Solorio (Eds.). Association for Computational Linguistics, 4171–4186
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Later among the works it cites.
Natural questions: a benchmark for question answering research
Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, Michael Collins, Ankur Parikh, Chris Alberti, Danielle Epstein, Illia Polosukhin, Jacob Devlin, Kenton Lee, et al · 2019
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MoEL: Mixture of Empathetic Listeners. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) . Association for Computational Linguistics, Hong Kong, China, 121–132
Zhaojiang Lin, Andrea Madotto, Jamin Shin, Peng Xu, and Pascale Fung. 2019 · 2019
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Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao, and Bill Dolan. 2016 · 2016
Cited alongside, same era.
Generative Deep Neural Networks for Dialogue: A Short Review
Iulian Vlad Serban, Ryan Lowe, Laurent Charlin, and Joelle Pineau. 2016 · 2016
Cited alongside, same era.
Billion-scale similarity search with GPUs
Jeff Johnson, Matthijs Douze, and Hervé Jégou. 2017 · 2017
Cited alongside, same era.
Attention is All you Need. In NIPS
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017 · 2017
Cited alongside, same era.
Nora the Empathetic Psychologist. In INTERSPEECH
Genta Indra Winata, Onno Kampman, Yang Yang, Anik Dey, and Pascale Fung. 2017 · 2017
Cited alongside, same era.
Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory
Deng Cai, Yan Wang, Victoria Bi, Zhaopeng Tu, Xiaojiang Liu, Wai Lam, and Shuming Shi. 2018 · 2018
Cited alongside, same era.
Generating Sentences by Editing Prototypes
Kelvin Guu, Tatsunori B. Hashimoto, Yonatan Oren, and Percy Liang. 2018 · 2018
Cited alongside, same era.
Music transformer: Generating music with long-term structure (2018)
Cheng-Zhi Anna Huang, Ashish Vaswani, Jakob Uszkoreit, Noam Shazeer, Curtis Hawthorne, AM Dai, MD Hoffman, and D Eck. 2018 · 2018
Cited alongside, same era.
Self-Attention with Relative Position Representations. In Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) . 464–468
Peter Shaw, Jakob Uszkoreit, and Ashish Vaswani. 2018 · 2018
Cited alongside, same era.
Towards Empathetic Open-domain Conversation Models: A New Benchmark and Dataset. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics . Association for Computational Linguistics, Florence, Italy, 5370–5381
Hannah Rashkin, Eric Michael Smith, Margaret Li, and Y-Lan Boureau. 2019 · 2019
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A Simple Dual-decoder Model for Generating Response with Sentiment
Xiuyu Wu and Yunfang Wu. 2019 · 2019
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Exemplar Guided Neural Dialogue Generation. In Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020 , Christian Bessiere (Ed.). ijcai.org, 3601–3607
Hengyi Cai, Hongshen Chen, Yonghao Song, Xiaofang Zhao, and Dawei Yin. 2020 · 2020
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Neural Syntactic Preordering for Controlled Paraphrase Generation. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics . Association for Computational Linguistics, Online, 238–252
Tanya Goyal and Greg Durrett. 2020 · 2020
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Dense Passage Retrieval for Open-Domain Question Answering. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) . Association for Computational Linguistics, Online, 6769–6781
Vladimir Karpukhin, Barlas Oguz, Sewon Min, Patrick Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, and Wen-tau Yih. 2020 · 2020
Later among the works it cites.
Syntax-Guided Controlled Generation of Paraphrases
Ashutosh Kumar, Kabir Ahuja, Raghuram Vadapalli, and Partha Talukdar. 2020 · 2020
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EmpDG: Multi-resolution Interactive Empathetic Dialogue Generation. In Proceedings of the 28th International Conference on Computational Linguistics . International Committee on Computational Linguistics, Barcelona, Spain (Online), 4454–4466
Qintong Li, Hongshen Chen, Zhaochun Ren, Pengjie Ren, Zhaopeng Tu, and Zhumin Chen. 2020 · 2020
Later among the works it cites.
MIME: MIMicking Emotions for Empathetic Response Generation. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) . Association for Computational Linguistics, Online, 8968–8979
Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander Gelbukh, Rada Mihalcea, and Soujanya Poria. 2020 · 2020
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Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J Liu. 2020a · 2020
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Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J. Liu. 2020b · 2020
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A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support. In EMNLP
Ashish Sharma, Adam S Miner, David C Atkins, and Tim Althoff. 2020 · 2020
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Generating Empathetic Responses by Looking Ahead the User’s Sentiment. In ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) . 7989–7993
Jamin Shin, Peng Xu, Andrea Madotto, and Pascale Fung. 2020 · 2020
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Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach. In WWW
Ashish Sharma, Inna W Lin, Adam S Miner, David C Atkins, and Tim Althoff. 2021 · 2021
Closest in time.
Retrieval Augmentation Reduces Hallucination in Conversation
Kurt Shuster, Spencer Poff, Moya Chen, Douwe Kiela, and Jason Weston. 2021 · 2021
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