一作ACL 2026Poster· Natural Language Processing
Empathy in Diversity: Personalized Depression and Anxiety Therapy via Dialogue State Tracking and Patient-Aware Planning
Xinwei Yang · Junyi Fan · Yuqing Liu · Jiaxuan Wang · Jiashuai Zhang · Hongru Liang · Wenqiang Lei · Yao Song
摘要
Large language model (LLM) dialogue agents are increasingly used in psychological therapy, yet robustness across diverse patients remains underexplored. We address this gap with three contributions: (1) MindEval, a realistic role-play protocol for evaluating therapeutic dialogue agents; (2) MindD...