This is a repository for sharing papers in the field of empathetic conversational AI. The related source code for each paper is linked if available.
274
115 commits
updated Apr 17, 2024
A list of papers related to emotion, empathy, theory of mind, and emotional/mental health support in dialog systems.
If you found this project helpful, please kindly cite our work:
@misc{sabour2024Empaper,
author = {Sahand Sabour},
title = {EMPaper: A collection of papers for emotionally intelligent models},
year = {2024},
howpublished = {\url{https://github.com/Sahandfer/EMPaper}}
}
| Venue | Title | Paper | Code |
|---|---|---|---|
| COLING24 | Emotion Analysis in NLP: Trends, Gaps and Roadmap for Future Directions |  |  |
| ➖ | Foundation Metrics for Evaluating Effectiveness of Healthcare Conversations Powered by Generative AI |  | ➖ |
| EMNLP22 | A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing |  | ➖ |
| ➖ | Empathetic Conversational Systems: A Review of Current Advances, Gaps, and Opportunities |  | ➖ |
| ACL22 | The AI Doctor Is In: A Survey of Task-Oriented Dialogue Systems for Healthcare Applications |  | ➖ |
| ➖ | Perceptions and Opinions of Patients About Mental Health Chatbots: Scoping Review | | ➖ |
| ➖ | The Effectiveness of Artificial Intelligence Conversational Agents in Health Care: Systematic Review | | ➖ |
| ➖ | Chatbots and Conversational Agents in Mental Health: A Review of the Psychiatric Landscape | | ➖ |
| Venue | Title | Paper | Code |
|---|---|---|---|
| COLING24 | Dynamic Reward Adjustment in Multi-Reward Reinforcement Learning for Counselor Reflection Generation |  |  |
| NAACL | Grounding Gaps in Language Model Generations |  |  |
| ➖ | Angry Men, Sad Women: Large Language Models Reflect Gendered Stereotypes in Emotion Attribution |  | ➖ |
| ➖ | Where are We in Event-centric Emotion Analysis? Bridging Emotion Role Labeling and Appraisal-based Approaches |  | ➖ |
| ➖ | The Good, The Bad, and Why: Unveiling Emotions in Generative AI |  | ➖ |
| ➖ | Chain-of-Interaction: Enhancing Large Language Models for Psychiatric Behavior Understanding by Dyadic Contexts |  |  |
| ➖ | Large Language Models Produce Responses Perceived to be Empathic |  |  |
| ➖ | PsyChat: A Client-Centric Dialogue System for Mental Health Support |  |  |
| ➖ | Enhancing Depression-Diagnosis-Oriented Chat with Psychological State Tracking |  | ➖ |
| ➖ | Socratic Reasoning Improves Positive Text Rewriting |  | ➖ |
| AAAI24 | COOPER: Coordinating Specialized Agents towards a Complex Dialogue Goal | |  |
| ➖ | Muffin: Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback |  | ➖ |
| ➖ | Enhancing Emotional Generation Capability of Large Language Models via Emotional Chain-of-Thought |  | ➖ |
| ➖ | Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation |  | ➖ |
| ➖ | EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis |  |  |
| ➖ | WHO IS CHATGPT? BENCHMARKING LLMS’PSYCHOLOGICAL PORTRAYAL USING PSYCHOBENCH |  |  |
| ➖ | CauESC: A Causal Aware Model for Emotional Support Conversation |  | ➖ |
| ➖ | Think Twice: Perspective-Taking Improves Large Language Models' Theory-of-Mind Capabilities |  |  |
| ➖ | K-ESConv: Knowledge Injection for Emotional Support Dialogue Systems via Prompt Learning |  | ➖ |
| NIPS23 | Aligning Language Models with Human Preferences via a Bayesian Approach |  |  |
| EMNLP23 | VERVE: Template-based ReflectiVE Rewriting for MotiVational IntErviewing | | ➖ |
| EMNLP23 | Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements | | ➖ |
| ➖ | E-CORE: Emotion Correlation Enhanced Empathetic Dialogue Generation |  | ➖ |
| ➖ | Enhancing Empathetic and Emotion Support Dialogue Generation with Prophetic Commonsense Inference |  | ➖ |
| ➖ | SoulChat: Improving LLMs’ Empathy, Listening, and Comfort Abilities through Fine-tuning with Multi-turn Empathy Conversations |  |  |
| ➖ | Knowledge-enhanced Memory Model for Emotional Support Conversation |  | ➖ |
| IEEE23 | Developing Social Robots with Empathetic Non-Verbal Cues Using Large Language Models | | ➖ |
| ➖ | Refashioning Emotion Recognition Modelling: The Advent of Generalised Large Models |  | ➖ |
| ➖ | Building Emotional Support Chatbots in the Era of LLMs |  | ➖ |
| ➖ | The Capability of Large Language Models to Measure Psychiatric Functioning |  | ➖ |
| ➖ | Leveraging Large Language Models for Mental Health Prediction via Online Text Data |  | ➖ |
| ➖ | A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge |  | ➖ |
| ➖ | Towards Interpretable Mental Health Analysis with ChatGPT |  | ➖ |
| ➖ | MindDial: Belief Dynamics Tracking with Theory-of-Mind Modeling for Situated Neural Dialogue Generation |  | ➖ |
| INLG23 | Affective Natural Language Generation of Event Descriptions through Fine-grained Appraisal Conditions |  | ➖ |
| EACL23 | Empathy Identification Systems are not Accurately Accounting for Context | |  |
| ACL23 | Facilitating Multi-turn Emotional Support Conversation with Positive Emotion Elicitation: A Reinforcement Learning Approach | |  |
| ACL23 | Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction |  |  |
| ACL23 | DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation |  | ➖ |
| ACL23 | Unsupervised Extractive Summarization of Emotion Triggers |  |  |
| ACL23 | Boosting Distress Support Dialogue Responses with Motivational Interviewing Strategy |  |  |
| ACL23 | Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations |  |  |
| ACL23 | TransESC: Smoothing Emotional Support Conversation via Turn-Level State Transition |  |  |
| ACL23 | Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge |  |  |
| AAAI23 | ConvNTM: Conversational Neural Topic Model | |  |
| ➖ | LLM-empowered Chatbots for Psychiatrist and Patient Simulation: Application and Evaluation |  | ➖ |
| ➖ | Helping the Helper: Supporting Peer Counselors via AI-Empowered Practice and Feedback |  | ➖ |
| ➖ | SMILE: Single-turn to Multi-turn Inclusive Language Expansion via ChatGPT for Mental Health Support |  | ➖ |
| ➖ | MindGames: Targeting Theory of Mind in Large Language Models with Dynamic Epistemic Modal Logic |  | ➖ |
| ➖ | Local dynamic mode of Cognitive Behavioral Therapy |  | ➖ |
| ➖ | Improving Mental Health Support Response Generation with Event-based Knowledge Graph | |  |
| ICASSP23 | Empathetic Response Generation via Emotion Cause Transition Graph | | ➖ |
| ➖ | CAB: Empathetic Dialogue Generation with Cognition, Affection and Behavior |  |  |
| ➖ | Commonsense-Aware Prompting for Controllable Empathetic Dialogue Generation |  | ➖ |
| ➖ | Response-act Guided Reinforced Dialogue Generation for Mental Health Counseling |  | ➖ |
| ➖ | Curriculum-guided Abstractive Summarization for Mental Health Online Posts |  | ➖ |
| ➖ | Is GPT-3 a Psychopath? Evaluating Large Language Models from a Psychological Perspective |  | ➖ |
| EMNLP22 | Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media Posts |  |  |
| EMNLP22 | CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation |  |  |
| ➖ | Affective feature knowledge interaction for empathetic conversation generation | | ➖ |
| ➖ | FADO: Feedback-Aware Double COntrolling Network for Emotional Support Conversation |  | ➖ |
| ➖ | Leveraging Label Correlations in a Multi-label Setting: A Case Study in Emotion |  |  |
| ➖ | Using Emotion Embeddings to Transfer Knowledge Between Emotions, Languages, and Annotation Formats |  | |
| ➖ | PoKE: Prior Knowledge Enhanced Emotional Support Conversation with Latent Variable |  | ➖ |
| EMNLP22 | Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection |  |  |
| EMNLP22 | Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning |  |  |
| COLING22 | Does GPT-3 Generate Empathetic Dialogues? A Novel In-Context Example Selection Method and Automatic Evaluation Metric for Empathetic Dialogue Generation | |  |
| CCL22 | Using Extracted Emotion Cause to Improve Content-Relevance for Empathetic Conversation Generation | | ➖ |
| IJCNN22 | CogIntAc: Modeling the Relationships between Intention, Emotion and Action in Interactive Process from Cognitive Perspective |  | ➖ |
| SIGIR22 | Towards Motivational and Empathetic Response Generation in Online Mental Health Support | | ➖ |
| ➖ | Don’t Lose Yourself! Empathetic Response Generation via Explicit Self-Other Awareness |  | ➖ |
| ➖ | Modeling Content-Emotion Duality via Disentanglement for Empathetic Conversation |  |  |
| ➖ | CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response Generation |  | ➖ |
| NAACL22 | Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy |  | ➖ |
| NAACL22 | Emp-RFT: Empathetic Response Generation via Recognizing Feature Transitions between Utterances |  | ➖ |
| NAACL22 | EmpHi: Generating Empathetic Responses with Human-like Intents |  |  |
| ➖ | Empathetic Response Generation with State Management |  |  |
| IJCAI22 | Control Globally, Understand Locally: A Global-to-Local Hierarchical Graph Network for Emotional Support Conversation |  | ➖ |
| ACL22 | MISC: A MIxed Strategy-Aware Model Integrating COMET for Emotional Support Conversation |  |  |
| ➖ | Emotion-based Modeling of Mental Disorders on Social Media |  | ➖ |
| ➖ | Data Augmentation for Mental Health Classification on Social Media |  | ➖ |
| AAAI22 | CEM: Commonsense-aware Empathetic Response Generation |  |  |
| AAAI22 | Knowledge Bridging for Empathetic Dialogue Generation | |  |
| EMNLP21 | Improving Empathetic Response Generation by Recognizing Emotion Cause in Conversations | |  |
| EMNLP21 | Distilling Knowledge for Empathy Detection | |  |
| ➖ | Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health |  | |
| ➖ | MEDCOD: A Medically-Accurate, Emotive, Diverse, and COntrollable Dialog System |  |  |
| ➖ | MentalBERT: Publicly Available Pretrained Language Models for Mental Healthcare |  | ➖ |
| ➖ | EmpBot: A T5-based Empathetic Chatbot focusing on Sentiments |  | ➖ |
| ➖ | Empathetic Response Generation through Graph-based Multi-hop Reasoning on Emotional Causality |  | ➖ |
| EMNLP21 | Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes |  |  |
| EMNLP21 | Constructing Emotion Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation |  | ➖ |
| ➖ | Empathetic Dialogue Generation with Pre-trained RoBERTa-GPT2 and External Knowledge |  | ➖ |
| ACL21 | Modulating Language Models with Emotions |  | ➖ |
| AAAI21 | It Takes Two to Empathize: One to Seek and One to Provide | |  |
| INLG21 | Affective Decoding for Empathetic Response Generation |  |  |
| ➖ | Predicting User Emotional Tone in Mental Disorder Online Communities |  | ➖ |
| ➖ | Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication |  |  |
| CPL21 | Towards Low-Resource Real-Time Assessment of Empathy in Counselling | | ➖ |
| ➖ | Modeling Human Motives and Emotions from Personal Narratives Using External Knowledge And Entity Tracking | | ➖ |
| ➖ | SentEmojiBot: Empathising Conversations Generation with Emojis |  | ➖ |
| ➖ | Towards an Online Empathetic Chatbot with Emotion Causes |  | ➖ |
| ACL21 | CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation |  |  |
| ➖ | Generative Adversarial Imitation Learning for Empathy-based AI |  | ➖ |
| ➖ | Towards Detecting Need for Empathetic Response in Motivational Interviewing |  | ➖ |
| WWW21 | Modeling Human Motives and Emotions from Personal Narratives Using External Knowledge And Entity Tracking | | ➖ |
| WWW21 | Towards facilitating empathic conversations in Online Mental Health Support: A Reinforcement Learning Approach |  |  |
| ➖ | Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little Data |  |  |
| ➖ | EmpathBERT: A BERT-based Framework for Demographic-aware Empathy Prediction |  | ➖ |
| NEURIPS20 | CheerBots: Chatbots toward Empathy and Emotion using Reinforcement Learning |  | ➖ |
| LREC20 | Learning word ratings for empathy and distress from document-level user responses |  | ➖ |
| EMNLP20 | MIME: MIMicking Emotions for Empathetic Response Generation |  |  |
| ➖ | EmpTransfo: A Multi-head Transformer Architecture for Creating Empathetic Dialog Systems |  |  |
| SIGIR20 | What If Bots Feel Moods ? Towards Controllable Retrieval-based Dialogue Systems with Emotion-Aware Transition Networks | | ➖ |
| ICASSP20 | Generating Empathetic Responses by Looking Ahead the User's Sentiment | |  |
| ➖ | DialogueTRM: exploring the intraAnd inter-modal emotional behaviors in the conversation |  | ➖ |
| COLING20 | EmpDG: Multi-resolution Interactive Empathetic Dialogue Generation |  |  |
| ➖ | A Multi-Turn Emotionally Engaging Dialog Model |  |  |
| ➖ | Emotional Neural Language Generation Grounded in Situational Contexts |  |  |
| EMNLP19 | MOEL: Mixture of empathetic listeners | |  |
| NAACL19 | Affect-Driven Dialog Generation |  | ➖ |
| ACL19 | Generating Responses with a Specific Emotion in Dialog | | ➖ |
| LREC19 | Empathetic dialog systems | | ➖ |
| AAAI19 | An Affect-Rich Neural Conversational Model with Biased Attention and Weighted Cross-Entropy Loss |  | ➖ |
| AAAI18 | Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory |  |  |
| AAAI18 | Eliciting Positive Emotion through Affect-Sensitive Dialogue Response Generation: A Neural Network Approach | | ➖ |
| ACL17 | Affect-LM: A Neural Language Model for Customizable Affective Text Generation |  | ➖ |
| ACL17 | Predicting Counselor Behaviors in Motivational Interviewing Encounters | | ➖ |
| ➖ | A deep learning approach to modeling empathy in addiction counseling | | ➖ |
| Venue | Title | Paper | Code |
|---|---|---|---|
| ➖ | EmoBench: Evaluating the Emotional Intelligence of Large Language Models |  |  |
| ➖ | TOMBENCH: Benchmarking Theory of Mind in Large Language Models |  |  |
| ➖ | STICKERCONV: Generating Multimodal Empathetic Responses from Scratch |  |  |
| ➖ | MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition |  |  |
| ➖ | EQ-Bench: An Emotional Intelligence Benchmark for Large Language Models |  |  |
| EMNLP23 | FANTOM: A Benchmark for Stress-testing Machine Theory of Mind in Interactions |  |  |
| EMNLP23 | HI-TOM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models |  |  |
| ➖ | Affective Visual Dialog: A Large-Scale Benchmark for Emotional Reasoning Based on Visually Grounded Conversations |  |  |
| ➖ | CharacterChat: Learning towards Conversational AI with Personalized Social Support |  |  |
| ➖ | COKE: A Cognitive Knowledge Graph for Machine Theory of Mind |  | ➖ |
| ➖ | ToMChallenges: A Principle-Guided Dataset and Diverse Evaluation Tasks for Exploring Theory of Mind |  | ➖ |
| ➖ | LOST: A Mental Health Dataset of Low Self-esteem in Reddit Posts |  | ➖ |
| EMNLP22 | D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat |  |  |
| NAACL22 | A Shoulder to Cry on: Towards A Motivational Virtual Assistant for Assuaging Mental Agony | | ➖ |
| ➖ | Symptom Identification for Interpretable Detection of Multiple Mental Disorders |  | ➖ |
| KDD22 | Counseling Summarization using Mental Health Knowledge Guided Utterance Filtering |  | ➖ |
| COLING22 | Curating a Large-Scale Motivational Interviewing Dataset using Peer Support Forums | |  |
| LREC22 | MentSum: A Resource for Exploring Summarization of Mental Health Online Posts |  | ➖ |
| LREC22 | CAMS: An Annotated Corpus for Causal Analysis of Mental Health Issues in Social Media Posts | | ➖ |
| ACL22 | Multi-Party Empathetic Dialogue Generation: A New Task for Dialog Systems | | ➖ |
| ➖ | Empathic Conversations: A Multi-level Dataset of Contextualized Conversations |  | ➖ |
| AAAI22 | HEAL: A Knowledge Graph for Distress Management Conversations | | ➖ |
| ➖ | Towards Multi-Turn Empathetic Dialogs with Positive Emotion Elicitation |  | ➖ |
| ➖ | Mental Health Disorder Identification From Motivational Conversations | | ➖ |
| ➖ | The CARE Dataset for Affective Response Detection |  | ➖ |
| IJCNN21 | A Large-Scale Dataset for Motivational Dialogue System: An Application of Natural Language Generation to Mental Health | | ➖ |
| EMNLP21 | A Large-Scale Dataset for Empathetic Response Generation | |  |
| ➖ | EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion in Task-Oriented Dialogue Systems |  | ➖ |
| ➖ | A Computational Approach to Measure Empathy and Theory-of-Mind from Written Texts |  |  |
| ACL21 | Towards Emotional Support Dialog Systems |  |  |
| ACL21 | PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support |  |  |
| CLPsych21 | On the State of Social Media Data for Mental Health Research |  |  |
| COLING20 | A Taxonomy of Empathetic Response Intents in Human Social Conversations |  |  |
| ACL19 | Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset |  |  |
| EMNLP18 | It’s going to be okay: Measuring Access to Support in Online Communities | |  |
| EMNLP18 | Modeling empathy and distress in reaction to news stories |  |  |
| ACL17 | MojiTalk: Generating Emotional Responses at Scale | |  |
| ➖ | Constructing Knowledge Graphs of Depression | | ➖ |
| Venue | Title | Paper | Code |
|---|---|---|---|
| ➖ | Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence |  | ➖ |
| ➖ | A Computational Framework for Behavioral Assessment of LLM Therapists |  | ➖ |
| EMNLP23 | Theory of Mind for Multi-Agent Collaboration via Large Language Models | | ➖ |
| EMNLP23 | Modeling Empathic Similarity in Personal Narratives | |  |
| ACL23 | Understanding Client Reactions in Online Mental Health Counseling | |  |
| ➖ | FaceChat: An Emotion-Aware Face-to-face Dialogue Framework |  |  |
| ➖ | EMP-EVAL: A Framework for Measuring Empathy in Open Domain Dialogues |  | ➖ |
| COLING22 | COMMA: Modeling Relationship among Motivations, Emotions and Actions in Language-based Human Activities |  |  |
| ➖ | Human-AI Collaboration Enables More Empathic Conversations in Text-based Peer-to-Peer Mental Health Support |  | ➖ |
| ➖ | A Computational Approach to Understand Mental Health from Reddit: Knowledge-aware Multitask Learning Framework |  | ➖ |
| ➖ | Speaker and Time-aware Joint Contextual Learning for Dialogue-act Classification in Counselling Conversations |  |  |
| ➖ | Automatically Select Emotion for Response via Personality-affected Emotion Transition |  | ➖ |
| ➖ | Supporting Cognitive and Emotional Empathic Writing of Students |  | ➖ |
| EMNLP20 | A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support |  |  |
| EMNLP20 | A Multi-Persona Chatbot for Hotline Counselor Training | | ➖ |
| EMNLP20 | Towards Persona-Based Empathetic Conversational Models |  |  |
| Venue | Title | Paper | Code |
|---|---|---|---|
| ➖ | Facilitating Self-Guided Mental Health Interventions Through Human-Language Model Interaction: A Case Study of Cognitive Restructuring |  | ➖ |
| ➖ | ChatCounselor: A Large Language Models for Mental Health Support |  | ➖ |
| ➖ | An Empathetic AI Coach for Self-Attachment Therapy | | ➖ |
| ➖ | Using AI chatbots to provide self-help depression interventions for university students: A randomized trial of effectiveness | | ➖ |
| ➖ | “I am chatbot, your virtual mental health adviser.” What drives citizens’ satisfaction and continuance intention toward mental health chatbots during the COVID-19 pandemic? An empirical study in China | | ➖ |
| ➖ | Elomia Chatbot: the Effectiveness of Artificial Intelligence in the Fight for Mental Health | | ➖ |
| ➖ | Efficacy of an Internet-Based Intervention for Subclinical Depression (MoodBox) in China: Study Protocol for a Randomized Controlled Trial | | ➖ |
| ➖ | Emily: Developing An Emotion-affective Open-Domain Chatbot with Knowledge Graph-based Persona |  | ➖ |
| ➖ | ERICA: An Empathetic Android Companion for Covid-19 Quarantine |  | ➖ |
| ➖ | The Design and Implementation of XiaoIce, an Empathetic Social Chatbot |  | ➖ |
| ➖ | Recipes for building an open-domain chatbot |  | ➖ |
| ➖ | Towards a Human-like Open-Domain Chatbot |  | ➖ |
| ➖ | HappyBot: Generating Empathetic Dialogue Responses by Improving User Experience Look-ahead |  | ➖ |
| ➖ | CAiRE: An Empathetic Neural Chatbot |  | ➖ |
| ➖ | Delivering Cognitive Behavior Therapy to Young Adults With Symptoms of Depression and Anxiety Using a Fully Automated Conversational Agent (Woebot): A Randomized Controlled Trial | | ➖ |
| ➖ | The Design and Implementation of XiaoIce, an Empathetic Social Chatbot | | ➖ |
| Venue | Title | Paper | Code |
|---|---|---|---|
| Frontiers in Digital Health | Chatbots for Mental Health Support: Exploring the Impact of Emohaa on Reducing Mental Distress in China |  | ➖ |
| ➖ | The avatar will see you now: Support from a virtual human provides socio-emotional benefits | | ➖ |
| ➖ | Deep Annotation of Therapeutic Working Alliance in Psychotherapy |  | ➖ |
| CHI22 | Exploring the Effects of AI-assisted Emotional Support Processes in Online Mental Health Community |  | ➖ |
| ➖ | What makes an AI device human-like? The role of interaction quality, empathy and perceived psychological anthropomorphic characteristics in the acceptance of artificial intelligence in the service industry | | ➖ |
| ➖ | The Effect of Moderation on Online Mental Health Conversations |  | ➖ |
| ➖ | Exploring the Effect of Social Support and Empathy on User Engagement in Online Mental Health Communities | | ➖ |
| ➖ | The Language of Situational Empathy | | ➖ |
| RANLP21 | A Psychologically Informed Part-of-Speech Analysis of Depression in Social Media |  | ➖ |
| NAACL21 | Linguistic Complexity Loss in Text-Based Therapy | | ➖ |
| ACL21 | Exploring Self-Identified Counseling Expertise in Online Support Forums |  |  |
| ➖ | Facilitation of human empathy through self-disclosure of anthropomorphic agents |  | ➖ |
| CHI20 | Exploring the Effects of Technological Writing Assistance for Support Providers in Online Mental Health Community | | ➖ |
| CHI20 | Understanding Client Support Strategies to Improve Clinical Outcomes in an Online Mental Health Intervention | | ➖ |
| ➖ | Assessing Users' Mental Status from their Journaling Behavior through Chatbots | | ➖ |
| ➖ | Strategic Regulation of Empathy | | ➖ |
| ➖ | Building empathy through motivation-based interventions | | ➖ |
| ➖ | A theoretical approach for a novel model to Realizing Empathy |  | ➖ |
| ➖ | Effectiveness of an Empathic Chatbot in Combating Adverse Effects of Social Exclusion on Mood | | ➖ |
| ➖ | Detection and Classification of mental illnesses on social media using RoBERTa |  | ➖ |
| ➖ | Can Your Phone Be Your Therapist? Young People’s Ethical Perspectives on the Use of Fully Automated Conversational Agents (Chatbots) in Mental Health Support | | ➖ |
| ➖ | Empathy and emotion regulation: An integrative account | | ➖ |
| ACL19 | Finding Your Voice: The Linguistic Development of Mental Health Counselors |  | ➖ |
| ACL19 | Identifying therapist conversational actions across diverse psychotherapeutic approaches | | ➖ |
| ➖ | 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 | | ➖ |
| ➖ | Analyzing the Quality of Counseling Conversations: the Tell-Tale Signs of High-quality Counseling | | ➖ |
| ➖ | Psychological, Relational, and Emotional Effects of Self-Disclosure After Conversations With a Chatbot | | ➖ |
| EMNLP17 | Detecting and Explaining Crisis |  | ➖ |
| ➖ | Empathy in One-Shot Prisoner Dilemma |  | ➖ |
| ➖ | Annotating and modeling empathy in spoken conversations |  | ➖ |
| ➖ | Mammalian empathy: behavioural manifestations and neural basis | | ➖ |
| ➖ | Are we really measuring empathy? Proposal for a new measurement framework | | ➖ |
| TACL16 | Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health |  | ➖ |
| ➖ | The positive (and negative) psychology of empathy | | ➖ |
| ➖ | Empathy: A review of the concept | | ➖ |
| ➖ | New Look at Social Support: A Theoretical Perspective on Thriving through Relationships | | ➖ |
| ISCA15 | Predicting Therapist Empathy in Motivational Interviews using Language Features Inspired by Psycholinguistic Norms | | ➖ |
| ➖ | The Emerging Study of Positive Empathy | | ➖ |
| ➖ | From what isn’t empathy to empathic learning process | | ➖ |
| ➖ | Crowdsourcing Collective Emotional Intelligence |  | ➖ |
| ➖ | From knowledge to hope: online depression communities | | ➖ |
| ➖ | Information seeking and social support in online health communities: Impact on patients' perceived empathy | | ➖ |
| ➖ | Social and emotional support and its implication for health | | ➖ |
| ➖ | The fullness of empathy: reflections and illustrations | | ➖ |
| ➖ | Empathy: The charismatic chimera | | ➖ |
| ➖ | A measure of emotional empathy | | ➖ |
| ➖ | The nature of sympathy in the art of psychotherapy | | ➖ |
The contents of this repository is bound by the CC-BY-4.0 license.
135 followers · starred Feb 2024
16 followers · starred Sep 2021
This is a repository for sharing papers in the field of empathetic conversational AI. The related source code for each paper is linked if available.
274
115 commits
updated Apr 17, 2024
A list of papers related to emotion, empathy, theory of mind, and emotional/mental health support in dialog systems.
If you found this project helpful, please kindly cite our work:
@misc{sabour2024Empaper,
author = {Sahand Sabour},
title = {EMPaper: A collection of papers for emotionally intelligent models},
year = {2024},
howpublished = {\url{https://github.com/Sahandfer/EMPaper}}
}
| Venue | Title | Paper | Code |
|---|---|---|---|
| COLING24 | Emotion Analysis in NLP: Trends, Gaps and Roadmap for Future Directions | | |
| ➖ | Foundation Metrics for Evaluating Effectiveness of Healthcare Conversations Powered by Generative AI | | ➖ |
| EMNLP22 | A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing | | ➖ |
| ➖ | Empathetic Conversational Systems: A Review of Current Advances, Gaps, and Opportunities | | ➖ |
| ACL22 | The AI Doctor Is In: A Survey of Task-Oriented Dialogue Systems for Healthcare Applications | | ➖ |
| ➖ | Perceptions and Opinions of Patients About Mental Health Chatbots: Scoping Review | | ➖ |
| ➖ | The Effectiveness of Artificial Intelligence Conversational Agents in Health Care: Systematic Review | | ➖ |
| ➖ | Chatbots and Conversational Agents in Mental Health: A Review of the Psychiatric Landscape | | ➖ |
| Venue | Title | Paper | Code |
|---|---|---|---|
| COLING24 | Dynamic Reward Adjustment in Multi-Reward Reinforcement Learning for Counselor Reflection Generation | | |
| NAACL | Grounding Gaps in Language Model Generations | | |
| ➖ | Angry Men, Sad Women: Large Language Models Reflect Gendered Stereotypes in Emotion Attribution | | ➖ |
| ➖ | Where are We in Event-centric Emotion Analysis? Bridging Emotion Role Labeling and Appraisal-based Approaches | | ➖ |
| ➖ | The Good, The Bad, and Why: Unveiling Emotions in Generative AI | | ➖ |
| ➖ | Chain-of-Interaction: Enhancing Large Language Models for Psychiatric Behavior Understanding by Dyadic Contexts | | |
| ➖ | Large Language Models Produce Responses Perceived to be Empathic | | |
| ➖ | PsyChat: A Client-Centric Dialogue System for Mental Health Support | | |
| ➖ | Enhancing Depression-Diagnosis-Oriented Chat with Psychological State Tracking | | ➖ |
| ➖ | Socratic Reasoning Improves Positive Text Rewriting | | ➖ |
| AAAI24 | COOPER: Coordinating Specialized Agents towards a Complex Dialogue Goal | | |
| ➖ | Muffin: Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback | | ➖ |
| ➖ | Enhancing Emotional Generation Capability of Large Language Models via Emotional Chain-of-Thought | | ➖ |
| ➖ | Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation | | ➖ |
| ➖ | EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis | | |
| ➖ | WHO IS CHATGPT? BENCHMARKING LLMS’PSYCHOLOGICAL PORTRAYAL USING PSYCHOBENCH | | |
| ➖ | CauESC: A Causal Aware Model for Emotional Support Conversation | | ➖ |
| ➖ | Think Twice: Perspective-Taking Improves Large Language Models' Theory-of-Mind Capabilities | | |
| ➖ | K-ESConv: Knowledge Injection for Emotional Support Dialogue Systems via Prompt Learning | | ➖ |
| NIPS23 | Aligning Language Models with Human Preferences via a Bayesian Approach | | |
| EMNLP23 | VERVE: Template-based ReflectiVE Rewriting for MotiVational IntErviewing | | ➖ |
| EMNLP23 | Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements | | ➖ |
| ➖ | E-CORE: Emotion Correlation Enhanced Empathetic Dialogue Generation | | ➖ |
| ➖ | Enhancing Empathetic and Emotion Support Dialogue Generation with Prophetic Commonsense Inference | | ➖ |
| ➖ | SoulChat: Improving LLMs’ Empathy, Listening, and Comfort Abilities through Fine-tuning with Multi-turn Empathy Conversations | | |
| ➖ | Knowledge-enhanced Memory Model for Emotional Support Conversation | | ➖ |
| IEEE23 | Developing Social Robots with Empathetic Non-Verbal Cues Using Large Language Models | | ➖ |
| ➖ | Refashioning Emotion Recognition Modelling: The Advent of Generalised Large Models | | ➖ |
| ➖ | Building Emotional Support Chatbots in the Era of LLMs | | ➖ |
| ➖ | The Capability of Large Language Models to Measure Psychiatric Functioning | | ➖ |
| ➖ | Leveraging Large Language Models for Mental Health Prediction via Online Text Data | | ➖ |
| ➖ | A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge | | ➖ |
| ➖ | Towards Interpretable Mental Health Analysis with ChatGPT | | ➖ |
| ➖ | MindDial: Belief Dynamics Tracking with Theory-of-Mind Modeling for Situated Neural Dialogue Generation | | ➖ |
| INLG23 | Affective Natural Language Generation of Event Descriptions through Fine-grained Appraisal Conditions | | ➖ |
| EACL23 | Empathy Identification Systems are not Accurately Accounting for Context | | |
| ACL23 | Facilitating Multi-turn Emotional Support Conversation with Positive Emotion Elicitation: A Reinforcement Learning Approach | | |
| ACL23 | Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction | | |
| ACL23 | DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation | | ➖ |
| ACL23 | Unsupervised Extractive Summarization of Emotion Triggers | | |
| ACL23 | Boosting Distress Support Dialogue Responses with Motivational Interviewing Strategy | | |
| ACL23 | Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations | | |
| ACL23 | TransESC: Smoothing Emotional Support Conversation via Turn-Level State Transition | | |
| ACL23 | Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge | | |
| AAAI23 | ConvNTM: Conversational Neural Topic Model | | |
| ➖ | LLM-empowered Chatbots for Psychiatrist and Patient Simulation: Application and Evaluation | | ➖ |
| ➖ | Helping the Helper: Supporting Peer Counselors via AI-Empowered Practice and Feedback | | ➖ |
| ➖ | SMILE: Single-turn to Multi-turn Inclusive Language Expansion via ChatGPT for Mental Health Support | | ➖ |
| ➖ | MindGames: Targeting Theory of Mind in Large Language Models with Dynamic Epistemic Modal Logic | | ➖ |
| ➖ | Local dynamic mode of Cognitive Behavioral Therapy | | ➖ |
| ➖ | Improving Mental Health Support Response Generation with Event-based Knowledge Graph | | |
| ICASSP23 | Empathetic Response Generation via Emotion Cause Transition Graph | | ➖ |
| ➖ | CAB: Empathetic Dialogue Generation with Cognition, Affection and Behavior | | |
| ➖ | Commonsense-Aware Prompting for Controllable Empathetic Dialogue Generation | | ➖ |
| ➖ | Response-act Guided Reinforced Dialogue Generation for Mental Health Counseling | | ➖ |
| ➖ | Curriculum-guided Abstractive Summarization for Mental Health Online Posts | | ➖ |
| ➖ | Is GPT-3 a Psychopath? Evaluating Large Language Models from a Psychological Perspective | | ➖ |
| EMNLP22 | Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media Posts | | |
| EMNLP22 | CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation | | |
| ➖ | Affective feature knowledge interaction for empathetic conversation generation | | ➖ |
| ➖ | FADO: Feedback-Aware Double COntrolling Network for Emotional Support Conversation | | ➖ |
| ➖ | Leveraging Label Correlations in a Multi-label Setting: A Case Study in Emotion | | |
| ➖ | Using Emotion Embeddings to Transfer Knowledge Between Emotions, Languages, and Annotation Formats | | |
| ➖ | PoKE: Prior Knowledge Enhanced Emotional Support Conversation with Latent Variable | | ➖ |
| EMNLP22 | Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection | | |
| EMNLP22 | Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning | | |
| COLING22 | Does GPT-3 Generate Empathetic Dialogues? A Novel In-Context Example Selection Method and Automatic Evaluation Metric for Empathetic Dialogue Generation | | |
| CCL22 | Using Extracted Emotion Cause to Improve Content-Relevance for Empathetic Conversation Generation | | ➖ |
| IJCNN22 | CogIntAc: Modeling the Relationships between Intention, Emotion and Action in Interactive Process from Cognitive Perspective | | ➖ |
| SIGIR22 | Towards Motivational and Empathetic Response Generation in Online Mental Health Support | | ➖ |
| ➖ | Don’t Lose Yourself! Empathetic Response Generation via Explicit Self-Other Awareness | | ➖ |
| ➖ | Modeling Content-Emotion Duality via Disentanglement for Empathetic Conversation | | |
| ➖ | CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response Generation | | ➖ |
| NAACL22 | Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy | | ➖ |
| NAACL22 | Emp-RFT: Empathetic Response Generation via Recognizing Feature Transitions between Utterances | | ➖ |
| NAACL22 | EmpHi: Generating Empathetic Responses with Human-like Intents | | |
| ➖ | Empathetic Response Generation with State Management | | |
| IJCAI22 | Control Globally, Understand Locally: A Global-to-Local Hierarchical Graph Network for Emotional Support Conversation | | ➖ |
| ACL22 | MISC: A MIxed Strategy-Aware Model Integrating COMET for Emotional Support Conversation | | |
| ➖ | Emotion-based Modeling of Mental Disorders on Social Media | | ➖ |
| ➖ | Data Augmentation for Mental Health Classification on Social Media | | ➖ |
| AAAI22 | CEM: Commonsense-aware Empathetic Response Generation | | |
| AAAI22 | Knowledge Bridging for Empathetic Dialogue Generation | | |
| EMNLP21 | Improving Empathetic Response Generation by Recognizing Emotion Cause in Conversations | | |
| EMNLP21 | Distilling Knowledge for Empathy Detection | | |
| ➖ | Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health | | |
| ➖ | MEDCOD: A Medically-Accurate, Emotive, Diverse, and COntrollable Dialog System | | |
| ➖ | MentalBERT: Publicly Available Pretrained Language Models for Mental Healthcare | | ➖ |
| ➖ | EmpBot: A T5-based Empathetic Chatbot focusing on Sentiments | | ➖ |
| ➖ | Empathetic Response Generation through Graph-based Multi-hop Reasoning on Emotional Causality | | ➖ |
| EMNLP21 | Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes | | |
| EMNLP21 | Constructing Emotion Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation | | ➖ |
| ➖ | Empathetic Dialogue Generation with Pre-trained RoBERTa-GPT2 and External Knowledge | | ➖ |
| ACL21 | Modulating Language Models with Emotions | | ➖ |
| AAAI21 | It Takes Two to Empathize: One to Seek and One to Provide | | |
| INLG21 | Affective Decoding for Empathetic Response Generation | | |
| ➖ | Predicting User Emotional Tone in Mental Disorder Online Communities | | ➖ |
| ➖ | Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication | | |
| CPL21 | Towards Low-Resource Real-Time Assessment of Empathy in Counselling | | ➖ |
| ➖ | Modeling Human Motives and Emotions from Personal Narratives Using External Knowledge And Entity Tracking | | ➖ |
| ➖ | SentEmojiBot: Empathising Conversations Generation with Emojis | | ➖ |
| ➖ | Towards an Online Empathetic Chatbot with Emotion Causes | | ➖ |
| ACL21 | CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation | | |
| ➖ | Generative Adversarial Imitation Learning for Empathy-based AI | | ➖ |
| ➖ | Towards Detecting Need for Empathetic Response in Motivational Interviewing | | ➖ |
| WWW21 | Modeling Human Motives and Emotions from Personal Narratives Using External Knowledge And Entity Tracking | | ➖ |
| WWW21 | Towards facilitating empathic conversations in Online Mental Health Support: A Reinforcement Learning Approach | | |
| ➖ | Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little Data | | |
| ➖ | EmpathBERT: A BERT-based Framework for Demographic-aware Empathy Prediction | | ➖ |
| NEURIPS20 | CheerBots: Chatbots toward Empathy and Emotion using Reinforcement Learning | | ➖ |
| LREC20 | Learning word ratings for empathy and distress from document-level user responses | | ➖ |
| EMNLP20 | MIME: MIMicking Emotions for Empathetic Response Generation | | |
| ➖ | EmpTransfo: A Multi-head Transformer Architecture for Creating Empathetic Dialog Systems | | |
| SIGIR20 | What If Bots Feel Moods ? Towards Controllable Retrieval-based Dialogue Systems with Emotion-Aware Transition Networks | | ➖ |
| ICASSP20 | Generating Empathetic Responses by Looking Ahead the User's Sentiment | | |
| ➖ | DialogueTRM: exploring the intraAnd inter-modal emotional behaviors in the conversation | | ➖ |
| COLING20 | EmpDG: Multi-resolution Interactive Empathetic Dialogue Generation | | |
| ➖ | A Multi-Turn Emotionally Engaging Dialog Model | | |
| ➖ | Emotional Neural Language Generation Grounded in Situational Contexts | | |
| EMNLP19 | MOEL: Mixture of empathetic listeners | | |
| NAACL19 | Affect-Driven Dialog Generation | | ➖ |
| ACL19 | Generating Responses with a Specific Emotion in Dialog | | ➖ |
| LREC19 | Empathetic dialog systems | | ➖ |
| AAAI19 | An Affect-Rich Neural Conversational Model with Biased Attention and Weighted Cross-Entropy Loss | | ➖ |
| AAAI18 | Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory | | |
| AAAI18 | Eliciting Positive Emotion through Affect-Sensitive Dialogue Response Generation: A Neural Network Approach | | ➖ |
| ACL17 | Affect-LM: A Neural Language Model for Customizable Affective Text Generation | | ➖ |
| ACL17 | Predicting Counselor Behaviors in Motivational Interviewing Encounters | | ➖ |
| ➖ | A deep learning approach to modeling empathy in addiction counseling | | ➖ |
| Venue | Title | Paper | Code |
|---|---|---|---|
| ➖ | EmoBench: Evaluating the Emotional Intelligence of Large Language Models | | |
| ➖ | TOMBENCH: Benchmarking Theory of Mind in Large Language Models | | |
| ➖ | STICKERCONV: Generating Multimodal Empathetic Responses from Scratch | | |
| ➖ | MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition | | |
| ➖ | EQ-Bench: An Emotional Intelligence Benchmark for Large Language Models | | |
| EMNLP23 | FANTOM: A Benchmark for Stress-testing Machine Theory of Mind in Interactions | | |
| EMNLP23 | HI-TOM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models | | |
| ➖ | Affective Visual Dialog: A Large-Scale Benchmark for Emotional Reasoning Based on Visually Grounded Conversations | | |
| ➖ | CharacterChat: Learning towards Conversational AI with Personalized Social Support | | |
| ➖ | COKE: A Cognitive Knowledge Graph for Machine Theory of Mind | | ➖ |
| ➖ | ToMChallenges: A Principle-Guided Dataset and Diverse Evaluation Tasks for Exploring Theory of Mind | | ➖ |
| ➖ | LOST: A Mental Health Dataset of Low Self-esteem in Reddit Posts | | ➖ |
| EMNLP22 | D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat | | |
| NAACL22 | A Shoulder to Cry on: Towards A Motivational Virtual Assistant for Assuaging Mental Agony | | ➖ |
| ➖ | Symptom Identification for Interpretable Detection of Multiple Mental Disorders | | ➖ |
| KDD22 | Counseling Summarization using Mental Health Knowledge Guided Utterance Filtering | | ➖ |
| COLING22 | Curating a Large-Scale Motivational Interviewing Dataset using Peer Support Forums | | |
| LREC22 | MentSum: A Resource for Exploring Summarization of Mental Health Online Posts | | ➖ |
| LREC22 | CAMS: An Annotated Corpus for Causal Analysis of Mental Health Issues in Social Media Posts | | ➖ |
| ACL22 | Multi-Party Empathetic Dialogue Generation: A New Task for Dialog Systems | | ➖ |
| ➖ | Empathic Conversations: A Multi-level Dataset of Contextualized Conversations | | ➖ |
| AAAI22 | HEAL: A Knowledge Graph for Distress Management Conversations | | ➖ |
| ➖ | Towards Multi-Turn Empathetic Dialogs with Positive Emotion Elicitation | | ➖ |
| ➖ | Mental Health Disorder Identification From Motivational Conversations | | ➖ |
| ➖ | The CARE Dataset for Affective Response Detection | | ➖ |
| IJCNN21 | A Large-Scale Dataset for Motivational Dialogue System: An Application of Natural Language Generation to Mental Health | | ➖ |
| EMNLP21 | A Large-Scale Dataset for Empathetic Response Generation | | |
| ➖ | EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion in Task-Oriented Dialogue Systems | | ➖ |
| ➖ | A Computational Approach to Measure Empathy and Theory-of-Mind from Written Texts | | |
| ACL21 | Towards Emotional Support Dialog Systems | | |
| ACL21 | PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support | | |
| CLPsych21 | On the State of Social Media Data for Mental Health Research | | |
| COLING20 | A Taxonomy of Empathetic Response Intents in Human Social Conversations | | |
| ACL19 | Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset | | |
| EMNLP18 | It’s going to be okay: Measuring Access to Support in Online Communities | | |
| EMNLP18 | Modeling empathy and distress in reaction to news stories | | |
| ACL17 | MojiTalk: Generating Emotional Responses at Scale | | |
| ➖ | Constructing Knowledge Graphs of Depression | | ➖ |
| Venue | Title | Paper | Code |
|---|---|---|---|
| ➖ | Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence | | ➖ |
| ➖ | A Computational Framework for Behavioral Assessment of LLM Therapists | | ➖ |
| EMNLP23 | Theory of Mind for Multi-Agent Collaboration via Large Language Models | | ➖ |
| EMNLP23 | Modeling Empathic Similarity in Personal Narratives | | |
| ACL23 | Understanding Client Reactions in Online Mental Health Counseling | | |
| ➖ | FaceChat: An Emotion-Aware Face-to-face Dialogue Framework | | |
| ➖ | EMP-EVAL: A Framework for Measuring Empathy in Open Domain Dialogues | | ➖ |
| COLING22 | COMMA: Modeling Relationship among Motivations, Emotions and Actions in Language-based Human Activities | | |
| ➖ | Human-AI Collaboration Enables More Empathic Conversations in Text-based Peer-to-Peer Mental Health Support | | ➖ |
| ➖ | A Computational Approach to Understand Mental Health from Reddit: Knowledge-aware Multitask Learning Framework | | ➖ |
| ➖ | Speaker and Time-aware Joint Contextual Learning for Dialogue-act Classification in Counselling Conversations | | |
| ➖ | Automatically Select Emotion for Response via Personality-affected Emotion Transition | | ➖ |
| ➖ | Supporting Cognitive and Emotional Empathic Writing of Students | | ➖ |
| EMNLP20 | A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support | | |
| EMNLP20 | A Multi-Persona Chatbot for Hotline Counselor Training | | ➖ |
| EMNLP20 | Towards Persona-Based Empathetic Conversational Models | | |
| Venue | Title | Paper | Code |
|---|---|---|---|
| ➖ | Facilitating Self-Guided Mental Health Interventions Through Human-Language Model Interaction: A Case Study of Cognitive Restructuring | | ➖ |
| ➖ | ChatCounselor: A Large Language Models for Mental Health Support | | ➖ |
| ➖ | An Empathetic AI Coach for Self-Attachment Therapy | | ➖ |
| ➖ | Using AI chatbots to provide self-help depression interventions for university students: A randomized trial of effectiveness | | ➖ |
| ➖ | “I am chatbot, your virtual mental health adviser.” What drives citizens’ satisfaction and continuance intention toward mental health chatbots during the COVID-19 pandemic? An empirical study in China | | ➖ |
| ➖ | Elomia Chatbot: the Effectiveness of Artificial Intelligence in the Fight for Mental Health | | ➖ |
| ➖ | Efficacy of an Internet-Based Intervention for Subclinical Depression (MoodBox) in China: Study Protocol for a Randomized Controlled Trial | | ➖ |
| ➖ | Emily: Developing An Emotion-affective Open-Domain Chatbot with Knowledge Graph-based Persona | | ➖ |
| ➖ | ERICA: An Empathetic Android Companion for Covid-19 Quarantine | | ➖ |
| ➖ | The Design and Implementation of XiaoIce, an Empathetic Social Chatbot | | ➖ |
| ➖ | Recipes for building an open-domain chatbot | | ➖ |
| ➖ | Towards a Human-like Open-Domain Chatbot | | ➖ |
| ➖ | HappyBot: Generating Empathetic Dialogue Responses by Improving User Experience Look-ahead | | ➖ |
| ➖ | CAiRE: An Empathetic Neural Chatbot | | ➖ |
| ➖ | Delivering Cognitive Behavior Therapy to Young Adults With Symptoms of Depression and Anxiety Using a Fully Automated Conversational Agent (Woebot): A Randomized Controlled Trial | | ➖ |
| ➖ | The Design and Implementation of XiaoIce, an Empathetic Social Chatbot | | ➖ |
| Venue | Title | Paper | Code |
|---|---|---|---|
| Frontiers in Digital Health | Chatbots for Mental Health Support: Exploring the Impact of Emohaa on Reducing Mental Distress in China | | ➖ |
| ➖ | The avatar will see you now: Support from a virtual human provides socio-emotional benefits | | ➖ |
| ➖ | Deep Annotation of Therapeutic Working Alliance in Psychotherapy | | ➖ |
| CHI22 | Exploring the Effects of AI-assisted Emotional Support Processes in Online Mental Health Community | | ➖ |
| ➖ | What makes an AI device human-like? The role of interaction quality, empathy and perceived psychological anthropomorphic characteristics in the acceptance of artificial intelligence in the service industry | | ➖ |
| ➖ | The Effect of Moderation on Online Mental Health Conversations | | ➖ |
| ➖ | Exploring the Effect of Social Support and Empathy on User Engagement in Online Mental Health Communities | | ➖ |
| ➖ | The Language of Situational Empathy | | ➖ |
| RANLP21 | A Psychologically Informed Part-of-Speech Analysis of Depression in Social Media | | ➖ |
| NAACL21 | Linguistic Complexity Loss in Text-Based Therapy | | ➖ |
| ACL21 | Exploring Self-Identified Counseling Expertise in Online Support Forums | | |
| ➖ | Facilitation of human empathy through self-disclosure of anthropomorphic agents | | ➖ |
| CHI20 | Exploring the Effects of Technological Writing Assistance for Support Providers in Online Mental Health Community | | ➖ |
| CHI20 | Understanding Client Support Strategies to Improve Clinical Outcomes in an Online Mental Health Intervention | | ➖ |
| ➖ | Assessing Users' Mental Status from their Journaling Behavior through Chatbots | | ➖ |
| ➖ | Strategic Regulation of Empathy | | ➖ |
| ➖ | Building empathy through motivation-based interventions | | ➖ |
| ➖ | A theoretical approach for a novel model to Realizing Empathy | | ➖ |
| ➖ | Effectiveness of an Empathic Chatbot in Combating Adverse Effects of Social Exclusion on Mood | | ➖ |
| ➖ | Detection and Classification of mental illnesses on social media using RoBERTa | | ➖ |
| ➖ | Can Your Phone Be Your Therapist? Young People’s Ethical Perspectives on the Use of Fully Automated Conversational Agents (Chatbots) in Mental Health Support | | ➖ |
| ➖ | Empathy and emotion regulation: An integrative account | | ➖ |
| ACL19 | Finding Your Voice: The Linguistic Development of Mental Health Counselors | | ➖ |
| ACL19 | Identifying therapist conversational actions across diverse psychotherapeutic approaches | | ➖ |
| ➖ | 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 | | ➖ |
| ➖ | Analyzing the Quality of Counseling Conversations: the Tell-Tale Signs of High-quality Counseling | | ➖ |
| ➖ | Psychological, Relational, and Emotional Effects of Self-Disclosure After Conversations With a Chatbot | | ➖ |
| EMNLP17 | Detecting and Explaining Crisis | | ➖ |
| ➖ | Empathy in One-Shot Prisoner Dilemma | | ➖ |
| ➖ | Annotating and modeling empathy in spoken conversations | | ➖ |
| ➖ | Mammalian empathy: behavioural manifestations and neural basis | | ➖ |
| ➖ | Are we really measuring empathy? Proposal for a new measurement framework | | ➖ |
| TACL16 | Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health | | ➖ |
| ➖ | The positive (and negative) psychology of empathy | | ➖ |
| ➖ | Empathy: A review of the concept | | ➖ |
| ➖ | New Look at Social Support: A Theoretical Perspective on Thriving through Relationships | | ➖ |
| ISCA15 | Predicting Therapist Empathy in Motivational Interviews using Language Features Inspired by Psycholinguistic Norms | | ➖ |
| ➖ | The Emerging Study of Positive Empathy | | ➖ |
| ➖ | From what isn’t empathy to empathic learning process | | ➖ |
| ➖ | Crowdsourcing Collective Emotional Intelligence | | ➖ |
| ➖ | From knowledge to hope: online depression communities | | ➖ |
| ➖ | Information seeking and social support in online health communities: Impact on patients' perceived empathy | | ➖ |
| ➖ | Social and emotional support and its implication for health | | ➖ |
| ➖ | The fullness of empathy: reflections and illustrations | | ➖ |
| ➖ | Empathy: The charismatic chimera | | ➖ |
| ➖ | A measure of emotional empathy | | ➖ |
| ➖ | The nature of sympathy in the art of psychotherapy | | ➖ |
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