Author

Li Yu

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Preprint Aug 2026

Adaptive Supervised Anchoring for On-Policy Self-Distillation

Context quality is identified as a central bottleneck in on-policy self-distillation and the value of separating rollout-conditioned guidance from canonical supervision is demonstrated, demonstrating the value of separating rollout-conditioned guidance from canonical supervision.

Meilin Yang, Zixuan Ding, Jianhao Nie et al. · 0 citations