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Papers
An LLM-based Simulation Framework for Embodied Conversational Agents in Psychological Counseling
AAAI 2026
CARE-Bench: A Benchmark of Diverse Client Simulations Guided by Expert Principles for Evaluating LLMs in Psychological Counseling
AAAI 2026
Detecting Emotional Dynamic Trajectories: An Evaluation Framework for Emotional Support in Language Models
AAAI 2026
MCTSr-Zero: Self-Reflective Psychological Counseling Dialogues Generation via Principles and Adaptive Exploration
AAAI 2026
AuraDial: A Large-Scale Human-Centric Dialogue Dataset for Chinese AI Psychological Counseling
EMNLP 2025
KokoroChat: A Japanese Psychological Counseling Dialogue Dataset Collected via Role-Playing by Trained Counselors
ACL 2025
PsyAdvisor: A Plug-and-Play Strategy Advice Planner with Proactive Questioning in Psychological Conversations
ACL 2025
PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling
ACL 2025
STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling
AAAI 2025
Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory
EMNLP 2024
CPsyCoun: A Report-based Multi-turn Dialogue Reconstruction and Evaluation Framework for Chinese Psychological Counseling
ACL 2024
PsyGUARD: An Automated System for Suicide Detection and Risk Assessment in Psychological Counseling
EMNLP 2024
SoulChat: Improving LLMs’ Empathy, Listening, and Comfort Abilities through Fine-tuning with Multi-turn Empathy Conversations
EMNLP 2023