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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…
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…
Discovering Semantic Latent Structures in Psychological Scales: A Response-Free Pathway to Efficient Simplification
Bo Wang, Yuxuan Zhang, Yueqin Hu +3
Psychological scale refinement traditionally relies on response-based methods such as factor analysis, item response theory, and network psychometrics to optimize item composition.…
Detection and Positive Reconstruction of Cognitive Distortion sentences: Mandarin Dataset and Evaluation
Shuya Lin, Yuxiong Wang, Jonathan Dong +1
This research introduces a Positive Reconstruction Framework based on positive psychology theory. Overcoming negative thoughts can be challenging, our objective is to address and r…