3 papers
cs.CL2026
StageWell: A Process-Aligned Chinese Corpus for Positive-Psychology Support Dialogue
Yuxiong Wang, Ziwei Lin, Bo Wang +2
Positive psychology dialogue aims to support emotional distress and positive resource building, requiring models to produce not only empathetic replies but also coherent progressio…
cs.CL2026
EmoTrace: An Emotion Trajectory-Centered Framework for Psychological Support Dialogue Generation
Kaitong Weng, Lixin Liu, Zihao Liu +2
Using large language models (LLMs) to assist psychological counseling is an important task in the field of natural language processing. The construction of high-quality psychologic…
cs.CL2025
Reinforcement Learning on Pre-Training Data
Siheng Li, Kejiao Li, Zenan Xu +33
The growing disparity between the exponential scaling of computational resources and the finite growth of high-quality text data now constrains conventional scaling approaches for…