empathy-paperlist.md

Empathetic-COAI-Papers

https://github.com/Sahandfer/Empathetic-COAI-Papers

Empathy-NLP-Papers

A paper list about empathetic dialogue system 来源于https://github.com/TissueC/Empathy-NLP-Papers

Empathy

Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes. EMNLP2021 [PDF] [code] 情感原因

A survey on empathetic dialogue systems. Yukun Maa, Khanh Linh Nguyena, Frank Z. Xing b, Erik Cambria. Information Fusion, 2020 - Elsevier. [PDF] 共情对话系统综述

Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset. Hannah Rashkin, Eric Michael Smith, Margaret Li, Y-Lan Boureau. ACL2019. [PDF]

A Taxonomy of Empathetic Response Intents in Human Social Conversations. Anuradha Welivita, Pearl Pu. COLING2020. [PDF]

HappyBot: Generating Empathetic Dialogue Responses by Improving User Experience Look-ahead. Jamin Shin, Peng Xu, Andrea Madotto, Pascale Fung. ICASSP2020. [PDF]

The Design and Implementation of XiaoIce, an Empathetic Social Chatbot. Li Zhou, Jianfeng Gao, Di Li, Heung-Yeung Shum. Computational Linguistics, 2020 - MIT Press. [PDF]

CAiRE: An Empathetic Neural Chatbot. Zhaojiang Lin, Peng Xu, Genta Indra Winata, Farhad Bin Siddique, Zihan Liu, Jamin Shin, Pascale Fung. arxiv 1907.12108. [PDF]

Modeling Empathy and Distress in Reaction to News Stories. Sven Buechel, Anneke Buffone, Barry Slaff, Lyle Ungar, Joao Sedoc. ACL2018. [PDF]

Towards Persona-Based Empathetic Conversational Models. Peixiang Zhong, Chen Zhang, Hao Wang, Yong Liu, Chunyan Miao. EMNLP2020. [PDF]

A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support. Ashish Sharma, Adam S. Miner, David C. Atkins, Tim Althoff. EMNLP2020. [PDF]

Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach. Ashish Sharma, Inna W. Lin, Adam S. Miner, David C. Atkins, Tim Althoff. WWW2021. [PDF]

CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation. Chujie Zheng, Yong Liu, Wei Chen, Yongcai Leng, Minlie Huang. findings-ACL2021. [PDF]

Towards Detecting Need for Empathetic Response in Motivational Interviewing. Zixiu Wu, Rim Helaoui, Vivek Kumar, Diego Reforgiato Recupero, Daniele Riboni. SAMIH2020 Workshop. [PDF]

EmpTransfo: A Multi-head Transformer Architecture for Creating Empathetic Dialog Systems. Rohola Zandie, Mohammad H. Mahoor. FLAIRS2020. [PDF]

MoEL: Mixture of Empathetic Listeners. Zhaojiang Lin, Andrea Madotto, Jamin Shin, Peng Xu, Pascale Fung. EMNLP2019. [PDF]

Mental Health Support (Counseling conversation)

Finding Your Voice: The Linguistic Development of Mental Health Counselors. Justine Zhang, Robert Filbin, Christine Morrison, Jaclyn Weiser, Cristian Danescu-Niculescu-Mizil. ACL2019. [PDF]

Balancing Objectives in Counseling Conversations: Advancing Forwards or Looking Backwards. Justine Zhang, Cristian Danescu-Niculescu-Mizil. ACL2020. [PDF]

Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health. Tim Althoff, Kevin Clark, Jure Leskovec. ACL2016. [PDF]

Engagement Patterns of Peer-to-Peer Interactions on Mental Health Platforms. Ashish Sharma, Monojit Choudhury, Tim Althoff, Amit Sharma. ICWSM2020. [PDF]

A fully automated conversational agent for promoting mental well-being: a pilot RCT using mixed methods. Kien Hoa Ly, Ann-Marie Ly, Gerhard Andersson. Internet interventions, 2017. [PDF]

On the State of Social Media Data for Mental Health Research. Keith Harrigian, Carlos Aguirre, Mark Dredze. arXiv 2011.05233. [PDF]

A Multi-Persona Chatbot for Hotline Counselor Training. Orianna Demasi, Yu Li, Zhou Yu. findings-EMNLP2020. [PDF]

Emotion

Modulating Language Models with Emotions. ACL2021Findings [PDF] modulated layer normalization、low-resource

Personality

Extracting and Inferring Personal Attributes from Dialogue. arxiv2021.9.26 [PDF] [code]

BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data. ACL2021 [PDF] [code]

Emotion Cause

Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts. ACL2019 [PDF] [code] ECPE:提取文档中所有潜在的情感-原因对，子句级

A Question Answering Approach to Emotion Cause Extraction. EMNLP2017 [PDF] 将情感原因识别作为阅读理解任务的新方法，将相关上下文存储在不同的记忆槽中，从而对上下文信息进行建模，该方法可以同时提取词级序列特征和词汇特征

Joint Learning for Emotion Classification and Emotion Cause Detection.. EMNLP2018 [PDF]

Empathetic Dialogue Systems

来源于https://github.com/Sahandfer/EMPaper

A list of papers related to emotion, empathy, and mental health support in dialog systems and emotional, empathetic, and supportive response generation.

• ACL21 Modulating Language Models with Emotions, 2021. [pdf]
• INLG21 Affective Decoding for Empathetic Response Generation, 2021. [pdf] [[code]](Affective Decoding for Empathetic Response Generation)
• CIKM21 Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication, 2021. [pdf] [code]
• CPL21 Towards Low-Resource Real-Time Assessment of Empathy in Counselling, 2021. [pdf]
• SentEmojiBot: Empathising Conversations Generation with Emojis, 2021. [pdf]
• Towards an Online Empathetic Chatbot with Emotion Causes, 2021. [pdf]
• Towards Detecting Need for Empathetic Response in Motivational Interviewing. 2021. [pdf]
• ACL21 CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation, 2021. [pdf] [code]
• Generative Adversarial Imitation Learning for Empathy-based AI, 2021. [pdf]
• Generating Empathetic Responses with a Large Scale Dialog Dataset [pdf]
• Towards Detecting Need for Empathetic Response in Motivational Interviewing, 2021. [pdf]
• WWW21 Towards facilitating empathic conversations in Online Mental Health Support: A Reinforcement Learning Approach, 2021. [pdf] [code]
• Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little Data, 2021. [pdf] [code]
• EmpathBERT: A BERT-based Framework for Demographic-aware Empathy Prediction, 2021. [pdf]
• Towards Empathetic Dialogue Generation over Multi-type Knowledge, 2020. [pdf]
• LREC20 Learning word ratings for empathy and distress from document-level user responses, 2020. [pdf]
• EMNLP20 MIME: MIMicking Emotions for Empathetic Response Generation, 2020. [pdf] [code]
• EmpTransfo: A Multi-head Transformer Architecture for Creating Empathetic Dialog Systems, 2020. [pdf] [code]
• SIGIR20 What If Bots Feel Moods ? Towards Controllable Retrieval-based Dialogue Systems with Emotion-Aware Transition Networks, 2020. [pdf]
• ICASSP20 Generating Empathetic Responses by Looking Ahead the User's Sentiment, 2020. [pdf] [code]
• DialogueTRM: exploring the intra- And inter-modal emotional behaviors in the conversation, 2020. [pdf]
• COLING20 EmpDG: Multi-resolution Interactive Empathetic Dialogue Generation, 2020 [pdf] [code]
• Emotional Neural Language Generation Grounded in Situational Contexts, 2019. [pdf] [code]
• EMNLP19 MOEL: Mixture of empathetic listeners, 2019. [pdf] [code]
• ACL19 Generating Responses with a Specific Emotion in Dialog, 2019. [pdf]
• LREC19 Empathetic dialog systems, 2019. [pdf]
• AAAI18 Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory, 2018. [pdf] [code]
• AAAI18 Eliciting Positive Emotion through Affect-Sensitive Dialogue Response Generation: A Neural Network Approach, 2018. [pdf]
• ACL17 Affect-LM: A Neural Language Model for Customizable Affective Text Generation, 2017. [pdf]
• A deep learning approach to modeling empathy in addiction counseling, 2016. [pdf]

• ACL21 Towards Emotional Support Dialog Systems, 2021. [pdf] [code]
• ACL21 PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support, 2021. [pdf]
• COLING20 A Taxonomy of Empathetic Response Intents in Human Social Conversations, 2020. [pdf] [code]
• ACL19 Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset, 2019. [pdf] [code]
• LREC18 EmotionLines: An Emotion Corpus of Multi-Party Conversations, 2018. [pdf] [code]
• EMNLP18 It’s going to be okay: Measuring Access to Support in Online Communities, 2018. [pdf] [code]
• EMNLP18 Modeling empathy and distress in reaction to news stories, 2018. [pdf] [code]
• ACL17 MojiTalk: Generating Emotional Responses at Scale, 2017. [pdf] [code]

• Automatically Select Emotion for Response via Personality-affected Emotion Transition, 2021. [pdf]
• Supporting Cognitive and Emotional Empathic Writing of Students, 2021. [pdf]
• EMNLP20 A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support, 2020. [pdf] [code]
• EMNLP20 A Multi-Persona Chatbot for Hotline Counselor Training, 2020. [pdf]
• EMNLP20 Towards Persona-Based Empathetic Conversational Models [pdf] [code]

• ERICA: An Empathetic Android Companion for Covid-19 Quarantine, 2021. [pdf]
• The Design and Implementation of XiaoIce, an Empathetic Social Chatbot, 2020. [pdf]
• Recipes for building an open-domain chatbot, 2020. [pdf]
• Towards a Human-like Open-Domain Chatbot, 2020. [pdf]
• ICASSP2020 HappyBot: Generating Empathetic Dialogue Responses by Improving User Experience Look-ahead, 2019. [pdf]
• CAiRE: An Empathetic Neural Chatbot, 2019. [pdf]

• ACL21 Exploring Self-Identified Counseling Expertise in Online Support Forums, 2021. [pdf] [code]
• Facilitation of human empathy through self-disclosure of anthropomorphic agents, 2021. [pdf]
• A theoretical approach for a novel model to Realizing Empathy, 2020. [pdf]
• Effectiveness of an Empathic Chatbot in Combating Adverse Effects of Social Exclusion on Mood, 2020. [pdf]
• I like that you feel my pain, but I love that you feel my joy: Empathy for a partner’s negative versus positive emotions independently affect relationship quality, 2019. [pdf]
• Annotating and modeling empathy in spoken conversations, 2017. [pdf]
• Are we really measuring empathy? Proposal for a new measurement framework, 2017. [pdf]
• The positive (and negative) psychology of empathy, 2016. [pdf]
• Empathy: A review of the concept, 2016. [pdf]
• The Emerging Study of Positive Empathy, 2015. [pdf]
• From what isn’t empathy to empathic learning process, 2013. [pdf]
• Information seeking and social support in online health communities: Impact on patients' perceived empathy, 2011. [pdf]
• The fullness of empathy: reflections and illustrations, 1995. [pdf]
• Empathy: The charismatic chimera, 1978. [pdf]
• A measure of emotional empathy, 1972. [pdf]
• The nature of sympathy in the art of psychotherapy, 1961. [pdf]

Copyright

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