الباحثون

Yaling Shen

المنشورات 2

نسخة أولية وصول مفتوح

The Missing Coefficients: Bayesian Pairwise Merging for Model Personalization

Yaling Shen, Tongtong Wu, Siyuan Yan وآخرون · 2026

How can we personalize a shared expert library from a user's pairwise choices? Prior work can realize different reward trade-offs by merging reward-specialized experts, given a vector of trade-off weights. In practice, users can more naturally choose between outputs than specify numerical weights. The challenge is ther …

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Steering the Compass: Aligning Dynamic Psychological Counseling Conversations with Cognitive Behavioral Therapy Strategies

Zimu Wang, Yiwen Jiang, Xiangyu Zhao وآخرون · 2026

Recent advancements in large language models have revolutionized the field of psychological counseling, especially in the context of Cognitive Behavioral Therapy (CBT). While the success of CBT relies heavily on dynamic decision-making informed by the client's real-time mental state, this aspect has often been overlook …

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