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Better Accuracies, Worse Reasoning: A Step-Level Audit of Medical Chain-of-Thought Distillation
CoT蒸馏提升医学问答准确性,却导致推理步骤质量下降,揭示性能与可解释性间的深层矛盾。
arXiv:2605.28301v1 Announce Type: new Abstract: Chain-of-thought (CoT) distillation trains a smaller model to imitate a teacher's reasoning trace, but…