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Empathetic dialogue is an indispensable part of building harmonious social relationships and contributes to the development of a helpful AI.
A multidimensional approach to individual differences in empathy
Mark H. Davis, Miles P. Davis, M Davis, Matthew Davis, Mark Davis, Mm Davis, M Davis, F. Caroline Davis, Heather A. Davis, and Ilus W. Davis. 1980 · 1980
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Measuring individual differences in empathy: Evidence for a multidimensional approach
Mark Davis. 1983 · 1983
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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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Is talking about an emotional experience helpful? effects on emotional recovery and perceived benefits
Emmanuelle Zech and Bernard Rimé. 2005 · 2005
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From what isn’t empathy to empathic learning process
Sevgi Keskin. 2014 · 2014
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A diversity-promoting objective function for neural conversation models
Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao, and Bill Dolan. 2016 · 2016
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Moel: Mixture of empathetic listeners
Zhaojiang Lin, Andrea Madotto, Jamin Shin, Peng Xu, and Pascale Fung. 2019 · 2019
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Towards empathetic open-domain conversation models: A new benchmark and dataset
Hannah Rashkin, Eric Michael Smith, Margaret Li, and Y-Lan Boureau. 2019 · 2019
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Sentence-bert: Sentence embeddings using siamese bert-networks
Nils Reimers and Iryna Gurevych. 2019 · 2019
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Language models are few-shot learners
Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, and et al. 2020 · 2020
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Empdg: Multi-resolution interactive empathetic dialogue generation
Qintong Li, Hongshen Chen, Zhaochun Ren, Pengjie Ren, Zhaopeng Tu, and Zhumin Chen. 2020 · 2020
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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
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A computational approach to understanding empathy expressed in text-based mental health support
Ashish Sharma, Adam S Miner, David C Atkins, and Tim Althoff. 2020 · 2020
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Generate, delete and rewrite: A three-stage framework for improving persona consistency of dialogue generation
Haoyu Song, Yan Wang, Weinan Zhang, Xiaojiang Liu, and Ting Liu. 2020 · 2020
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A taxonomy of empathetic response intents in human social conversations
Anuradha Welivita and Pearl Pu. 2020 · 2020
Cited alongside, same era.
Bertscore: Evaluating text generation with BERT
Tianyi Zhang, Varsha Kishore, Felix Wu, Kilian Q. Weinberger, and Yoav Artzi. 2020 · 2020
Cited alongside, same era.
Improving empathetic response generation by recognizing emotion cause in conversations
Jun Gao, Yuhan Liu, Haolin Deng, Wei Wang, Yu Cao, Jiachen Du, and Ruifeng Xu. 2021 · 2021
Cited alongside, same era.
(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
Cited alongside, same era.
Perspective-taking and pragmatics for generating empathetic responses focused on emotion causes
Hyunwoo Kim, Byeongchang Kim, and Gunhee Kim. 2021 · 2021
Cited alongside, same era.
Training language models to follow instructions with human feedback
Long Ouyang, Jeffrey Wu, Xu Jiang, Diogo Almeida, Carroll L. Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agarwal, Katarina Slama, Alex Ray, John Schulman, Jacob Hilton, Fraser Kelton, Luke Miller, Maddie Simens, Amanda Askell, Peter Welinder, Paul F. Christiano, Jan Leike, and Ryan Lowe. 2022 · 2022
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CEM: commonsense-aware empathetic response generation
Sahand Sabour, Chujie Zheng, and Minlie Huang. 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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Chain-of-thought prompting elicits reasoning in large language models
Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Brian Ichter, Fei Xia, Ed H. Chi, Quoc V. Le, and Denny Zhou. 2022 · 2022
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Don’t lose yourself! empathetic response generation via explicit self-other awareness
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Stephen Roller, Emily Dinan, Naman Goyal, Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Eric Michael Smith, Y-Lan Boureau, and Jason Weston. 2021 · 2021
Cited alongside, same era.
A large-scale dataset for empathetic response generation
Anuradha Welivita, Yubo Xie, and Pearl Pu. 2021 · 2021
Cited alongside, same era.
Emphi: Generating empathetic responses with human-like intents
Mao Yan Chen, Siheng Li, and Yujiu Yang. 2022 · 2022
Cited alongside, same era.
Palm: Scaling language modeling with pathways
Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, Parker Schuh, Kensen Shi, Sasha Tsvyashchenko, Joshua Maynez, Abhishek Rao, Parker Barnes, Yi Tay, and et al. 2022 · 2022
Cited alongside, same era.
Emp-rft: Empathetic response generation via recognizing feature transitions between utterances
Wongyu Kim, Youbin Ahn, Donghyun Kim, and Kyong-Ho Lee. 2022 · 2022
Cited alongside, same era.
Does GPT-3 generate empathetic dialogues? A novel in-context example selection method and automatic evaluation metric for empathetic dialogue generation
Young-Jun Lee, Chae-Gyun Lim, and Ho-Jin Choi. 2022 · 2022
Cited alongside, same era.
Knowledge bridging for empathetic dialogue generation
Qintong Li, Piji Li, Zhaochun Ren, Pengjie Ren, and Zhumin Chen. 2022 · 2022
Cited alongside, same era.
Weixiang Zhao, Yanyan Zhao, Xin Lu, and Bing Qin. 2022 · 2022
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Towards a unified multi-dimensional evaluator for text generation
Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, and Jiawei Han. 2022 · 2022
Later among the works it cites.
CASE: aligning coarse-to-fine cognition and affection for empathetic response generation
Jinfeng Zhou, Chujie Zheng, Bo Wang, Zheng Zhang, and Minlie Huang. 2022 · 2022
Later among the works it cites.
Guanqun Bi, Lei Shen, Yanan Cao, Meng Chen, Yuqiang Xie, Zheng Lin, and Xiaodong He. 2023 · 2023
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Sparks of artificial general intelligence: Early experiments with gpt-4
Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan, Johannes Gehrke, Eric Horvitz, Ece Kamar, Peter Lee, Yin Tat Lee, Yuanzhi Li, Scott Lundberg, Harsha Nori, Hamid Palangi, Marco Tulio Ribeiro, and Yi Zhang. 2023 · 2023
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Improving empathetic dialogue generation by dynamically infusing commonsense knowledge
Hua Cai, Xuli Shen, Qing Xu, Weilin Shen, Xiaomei Wang, Weifeng Ge, Xiaoqing Zheng, and Xiangyang Xue. 2023 · 2023
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OpenAI. 2023 · 2023
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Think twice: A human-like two-stage conversational agent for emotional response generation
Yushan Qian, Bo Wang, Shangzhao Ma, Bin Wu, Shuo Zhang, Dongming Zhao, Kun Huang, and Yuexian Hou. 2023b · 2023
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Llama: Open and efficient foundation language models
Hugo Touvron, Thibaut Lavril, Gautier Izacard, Xavier Martinet, Marie-Anne Lachaux, Timothée Lacroix, Baptiste Rozière, Naman Goyal, Eric Hambro, Faisal Azhar, Aurélien Rodriguez, Armand Joulin, Edouard Grave, and Guillaume Lample. 2023 · 2023
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