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20242026
most citedSeed-Prover 1.5: Mastering Undergraduate-Level Theorem Proving via Learning from Experience

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cs.AI2026

Learning from a Thoughtful Teacher: Adaptive On-Policy Self-Distillation for Mathematical Reasoning

Jiacheng Du, Weiwei Xie, Tianyi Du +3

On-policy self-distillation (OPSD) trains a question-only student with token-level feedback from a teacher given training-only privileged information (PI). OPSD therefore provides…