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A key trait of daily conversations between individuals is the ability to express empathy towards others, and exploring ways to implement empathy is a crucial step towards human-like dialogue systems.
Empathy: The charismatic chimera
Macarov, D. 1978 · 1978
Earlier work this paper cites.
Measuring individual differences in empathy: Evidence for a multidimensional approach
Davis, M. H. 1983 · 1983
Earlier work this paper cites.
The Fullness of Empathy: Reflections and Illustrations
Peloquin, S. M. 1995 · 1995
Earlier work this paper cites.
BLEU: A Method for Automatic Evaluation of Machine Translation
Papineni, K.; Roukos, S.; Ward, T.; and Zhu, W.-J. 2002 · 2002
Earlier work this paper cites.
Towards Empathetic Dialogue Generation over Multi-type Knowledge
Li, Q.; Li, P.; Chen, Z.; and Ren, Z. 2020b · 2009
Earlier work this paper cites.
From what isn’t Empathy to Empathic Learning Process
Keskin, S. C. 2014 · 2014
Earlier work this paper cites.
GloVe: Global Vectors for Word Representation
Pennington, J.; Socher, R.; and Manning, C. 2014 · 2014
Earlier work this paper cites.
Empathy: A Review of the Concept
Cuff, B. M.; Brown, S. J.; Taylor, L.; and Howat, D. J. 2016 · 2016
Earlier work this paper cites.
A Diversity-Promoting Objective Function for Neural Conversation Models
Li, J.; Galley, M.; Brockett, C.; Gao, J.; and Dolan, B. 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
Liu, C.-W.; Lowe, R.; Serban, I.; Noseworthy, M.; Charlin, L.; and Pineau, J. 2016 · 2016
Earlier work this paper cites.
Delivering Cognitive Behavior Therapy to Young Adults With Symptoms of Depression and Anxiety Using a Fully Automated Conversational Agent (Woebot): A Randomized Controlled Trial
Fitzpatrick, K. K.; Darcy, A.; and Vierhile, M. 2017 · 2017
Cited alongside, same era.
Adam: A Method for Stochastic Optimization
Kingma, D. P.; and Ba, J. 2017 · 2017
Cited alongside, same era.
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge
Speer, R.; Chin, J.; and Havasi, C. 2017 · 2017
Cited alongside, same era.
Attention is All you Need
Vaswani, A.; Shazeer, N.; Parmar, N.; Uszkoreit, J.; Jones, L.; Gomez, A. N.; Kaiser, L. u.; and Polosukhin, I. 2017 · 2017
Cited alongside, same era.
Therapist empathy and client outcome: An updated meta-analysis
Elliott, R.; Bohart, A. C.; Watson, J. C.; and Murphy, D. 2018 · 2018
Cited alongside, same era.
MoEL: Mixture of Empathetic Listeners
Lin, Z.; Madotto, A.; Shin, J.; Xu, P.; and Fung, P. 2019 · 2019
Later among the works it cites.
Towards Empathetic Open-domain Conversation Models: A New Benchmark and Dataset
Rashkin, H.; Smith, E. M.; Li, M.; and Boureau, Y.-L. 2019 · 2019
Later among the works it cites.
ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning
Sap, M.; Le Bras, R.; Allaway, E.; Bhagavatula, C.; Lourie, N.; Rashkin, H.; Roof, B.; Smith, N. A.; and Choi, Y. 2019 · 2019
Later among the works it cites.
(Comet-) Atomic 2020: On Symbolic and Neural Commonsense Knowledge Graphs
Hwang, J. D.; Bhagavatula, C.; Le Bras, R.; Da, J.; Sakaguchi, K.; Bosselut, A.; and Choi, Y. 2021 · 2020
Later among the works it cites.
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
Lewis, M.; Liu, Y.; Goyal, N.; Ghazvininejad, M.; Mohamed, A.; Levy, O.; Stoyanov, V.; and Zettlemoyer, L. 2020 · 2020
Later among the works it cites.
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Improving Language Understanding by Generative Pre-Training
Radford, A.; Narasimhan, K.; Salimans, T.; and Sutskever, I. 2018 · 2018
Cited alongside, same era.
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction
Bosselut, A.; Rashkin, H.; Sap, M.; Malaviya, C.; Celikyilmaz, A.; and Choi, Y. 2019 · 2019
Cited alongside, same era.
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Devlin, J.; Chang, M.-W.; Lee, K.; and Toutanova, K. 2019 · 2019
Cited alongside, same era.
Improving Neural Response Diversity with Frequency-Aware Cross-Entropy Loss
Jiang, S.; Ren, P.; Monz, C.; and de Rijke, M. 2019 · 2019
Cited alongside, same era.
EmpDG: Multi-resolution Interactive Empathetic Dialogue Generation
Li, Q.; Chen, H.; Ren, Z.; Ren, P.; Tu, Z.; and Chen, Z. 2020a
Cited in the paper.
MIME: MIMicking Emotions for Empathetic Response Generation
Majumder, N.; Hong, P.; Peng, S.; Lu, J.; Ghosal, D.; Gelbukh, A.; Mihalcea, R.; and Poria, S. 2020 · 2020
Later among the works it cites.
Towards Emotional Support Dialog Systems
Liu, S.; Zheng, C.; Demasi, O.; Sabour, S.; Li, Y.; Yu, Z.; Jiang, Y.; and Huang, M. 2021 · 2021
Closest in time.
CASS: Towards Building a Social-Support Chatbot for Online Health Community
Wang, L.; Wang, D.; Tian, F.; Peng, Z.; Fan, X.; Zhang, Z.; Ma, S.; Yu, M.; Ma, X.; and Wang, H. 2021 · 2021
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CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation
Zheng, C.; Liu, Y.; Chen, W.; Leng, Y.; and Huang, M. 2021 · 2021
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