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Bo-Zhen Fang

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#machine learning Preprint Nov 2026

Reinforcing What the Student Has Learned: Teacher-Guided On-Policy Distillation

On-policy distillation (OPD) improves language-model reasoning through dense teacher feedback on student-generated responses.We first observe an amplitude disparity in this feedback: on math reasoning responses, style-related positions exhibit 3.5 times the mean absolute teacher--student log-probability difference of m...

Bo-Zhen Fang, Lin-Hao Zhong, Xue-Hao Wang et al. · 0 citations

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