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cs.AI2026
TIDE-Bench: Task-Aware and Diagnostic Evaluation of Tool-Integrated Reasoning
Yize Li, Junzhi Li, Jason Song +3
Tool-integrated reasoning has emerged as a promising paradigm for enhancing large language models with external computation, retrieval, and execution capabilities. However, the fie…
cs.CV2026
Beyond Binary Preference: Aligning Diffusion Models to Fine-grained Criteria by Decoupling Attributes
Chenye Meng, Zejian Li, Zhongni Liu +9
Post-training alignment of diffusion models relies on simplified signals, such as scalar rewards or binary preferences. This limits alignment with complex human expertise, which is…