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The capacity of empathy is crucial to the success of open-domain dialog systems.
Roberta: A robustly optimized bert pretraining approach
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov. 2019 · 1907
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Measuring nominal scale agreement among many raters
Joseph L Fleiss. 1971 · 1971
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A multidimensional approach to individual differences in empathy
Mark H Davis et al. 1980 · 1980
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Exploring the links between personality and empathic response style
Nadine R Richendoller and James B Weaver III. 1994 · 1994
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Computer response to user frustration
Jonathan Tarter Klein. 1998 · 1998
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Nltk: the natural language toolkit
Edward Loper and Steven Bird. 2002 · 2002
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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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Emptransfo: A multi-head transformer architecture for creating empathetic dialog systems
Rohola Zandie and Mohammad H Mahoor. 2020 · 2003
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ROUGE: A package for automatic evaluation of summaries
Chin-Yew Lin. 2004 · 2004
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Computers that care: investigating the effects of orientation of emotion exhibited by an embodied computer agent
Scott Brave, Clifford Nass, and Kevin Hutchinson. 2005 · 2005
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Embedded empathy in continuous, interactive health assessment
K Liu and Rosalind W Picard. 2005 · 2005
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The design and implementation of xiaoice, an empathetic social chatbot
Li Zhou, Jianfeng Gao, Di Li, and Heung-Yeung Shum. 2018b · 2005
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The empathic brain: how, when and why?
Frederique De Vignemont and Tania Singer. 2006 · 2006
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Help for the helper: The psychophysiology of compassion fatigue and vicarious trauma
Babette Rothschild. 2006 · 2006
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Personality and persona: Personality processes in self-presentation
Mark R Leary and Ashley Batts Allen. 2011 · 2011
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Associations between medical student empathy and personality: a multi-institutional study
Patrício Costa, Raquel Alves, Isabel Neto, Pedro Marvao, Miguel Portela, and Manuel Joao Costa. 2014 · 2014
Cited alongside, same era.
Emotional mimicry: Why and when we mimic emotions
Ursula Hess and Agneta Fischer. 2014 · 2014
Cited alongside, same era.
Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba. 2014 · 2014
Cited alongside, same era.
Cognitive appraisal, emotion, and empathy
Becky Lynn Omdahl. 2014 · 2014
Cited alongside, same era.
Psychological types
Carl Jung. 2016 · 2016
Cited alongside, same era.
How NOT to evaluate your dialogue system: An empirical study of unsupervised evaluation metrics for dialogue response generation
Pytorch: An imperative style, high-performance deep learning library
Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, Alban Desmaison, Andreas Kopf, Edward Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, and Soumith Chintala. 2019 · 2019
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Language models are unsupervised multitask learners
Alec Radford, Jeffrey Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever. 2019 · 2019
Later among the works it cites.
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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A typology of empathy and its many moral forms
Hannah Read. 2019 · 2019
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GoEmotions: A dataset of fine-grained emotions
Dorottya Demszky, Dana Movshovitz-Attias, Jeongwoo Ko, Alan Cowen, Gaurav Nemade, and Sujith Ravi. 2020 · 2020
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Chia-Wei Liu, Ryan Lowe, Iulian Serban, Mike Noseworthy, Laurent Charlin, and Joelle Pineau. 2016 · 2016
Cited alongside, same era.
Delivering cognitive behavior therapy to young adults with symptoms of depression and anxiety using a fully automated conversational agent (woebot): a randomized controlled trial
Kathleen Kara Fitzpatrick, Alison Darcy, and Molly Vierhile. 2017 · 2017
Cited alongside, same era.
Empathy in virtual agents and robots: a survey
Ana Paiva, Iolanda Leite, Hana Boukricha, and Ipke Wachsmuth. 2017 · 2017
Cited alongside, same era.
Shikhar Sharma, Layla El Asri, Hannes Schulz, and Jeremie Zumer. 2017 · 2017
Cited alongside, same era.
Therapist empathy and client outcome: An updated meta-analysis
Robert Elliott, Arthur C Bohart, Jeanne C Watson, and David Murphy. 2018 · 2018
Cited alongside, same era.
Training tips for the transformer model
Martin Popel and Ondřej Bojar. 2018 · 2018
Cited alongside, same era.
Improving language understanding by generative pre-training
Alec Radford, Karthik Narasimhan, Tim Salimans, and Ilya Sutskever. 2018 · 2018
Cited alongside, same era.
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 · 2020
Later among the works it cites.
A computational approach to understanding empathy expressed in text-based mental health support
Ashish Sharma, Adam Miner, David Atkins, and Tim Althoff. 2020 · 2020
Later among the works it cites.
A taxonomy of empathetic response intents in human social conversations
Anuradha Welivita and Pearl Pu. 2020 · 2020
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Transformers: State-of-the-art natural language processing
Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Remi Louf, Morgan Funtowicz, Joe Davison, Sam Shleifer, Patrick von Platen, Clara Ma, Yacine Jernite, Julien Plu, Canwen Xu, Teven Le Scao, Sylvain Gugger, Mariama Drame, Quentin Lhoest, and Alexander Rush. 2020 · 2020
Later among the works it cites.
Towards persona-based empathetic conversational models
Peixiang Zhong, Chen Zhang, Hao Wang, Yong Liu, and Chunyan Miao. 2020 · 2020
Later among the works it cites.
Discol: Toward engaging dialogue systems through conversational line guided response generation
Sarik Ghazarian, Zixi Liu, Tuhin Chakrabarty, Xuezhe Ma, Aram Galstyan, and Nanyun Peng. 2021 · 2021
Closest in time.
Towards emotional support dialog systems
Siyang Liu, Chujie Zheng, Orianna Demasi, Sahand Sabour, Yu Li, Zhou Yu, Yong Jiang, and Minlie Huang. 2021 · 2021
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Towards facilitating empathic conversations in online mental health support: A reinforcement learning approach
Ashish Sharma, Inna W Lin, Adam S Miner, David C Atkins, and Tim Althoff. 2021 · 2021
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Psyqa: A chinese dataset for generating long counseling text for mental health support
Hao Sun, Zhenru Lin, Chujie Zheng, Siyang Liu, and Minlie Huang. 2021 · 2021
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