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Papers
Conversational AI for Social Good (CAI4SG): An Overview of Emerging Trends, Applications, and Challenges
AAAI 2026
MvP-ECR: Multi-Perspective Emotion-Cause Reasoning for Empathetic Dialogue
AAAI 2026
Psyche-R1: Towards Reliable Psychological LLMs through Unified Empathy, Expertise, and Reasoning
ACL 2026
REG: Retrieval via Emotion Similarity for Guiding Empathetic Dialogue Generation
ACL 2026
Chain-Talker: Chain Understanding and Rendering for Empathetic Conversational Speech Synthesis
ACL 2025
EmplifAI: a Fine-grained Dataset for Japanese Empathetic Medical Dialogues in 28 Emotion Labels
IJCNLP 2025
From Personas to Talks: Revisiting the Impact of Personas on LLM-Synthesized Emotional Support Conversations
EMNLP 2025
Multilingual, Not Multicultural: Uncovering the Cultural Empathy Gap in LLMs through a Comparative Empathetic Dialogue Benchmark
IJCNLP 2025
Non-Emotion-Centric Empathetic Dialogue Generation
COLING 2025
STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling
AAAI 2025
A Comparative Multidimensional Analysis of Empathetic Systems
EACL 2024
HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy
ACL 2024
STICKERCONV: Generating Multimodal Empathetic Responses from Scratch
ACL 2024
Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction
ACL 2024
CALLS: Japanese Empathetic Dialogue Speech Corpus of Complaint Handling and Attentive Listening in Customer Center
Interspeech 2023
ChatGPT-EDSS: Empathetic Dialogue Speech Synthesis Trained from ChatGPT-derived Context Word Embeddings
Interspeech 2023
Empathy Intent Drives Empathy Detection
EMNLP 2023
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements
EMNLP 2023
PAL to Lend a Helping Hand: Towards Building an Emotion Adaptive Polite and Empathetic Counseling Conversational Agent
ACL 2023
EmpHi: Generating Empathetic Responses with Human-like Intents
NAACL 2022
Multi-Party Empathetic Dialogue Generation: A New Task for Dialog Systems
ACL 2022
PEPDS: A Polite and Empathetic Persuasive Dialogue System for Charity Donation
COLING 2022
STUDIES: Corpus of Japanese Empathetic Dialogue Speech Towards Friendly Voice Agent
Interspeech 2022
A Discourse-Aware Graph Neural Network for Emotion Recognition in Multi-Party Conversation
EMNLP 2021
A Large-Scale Dataset for Empathetic Response Generation
EMNLP 2021