Beyond Teacher Likelihood: Group-Calibrated On-Policy Distillation for Long-Context Reasoning
arXiv:2608.19181v1 Announce Type: cross Abstract: On-policy distillation (OPD) trains a student on its own responses using dense token-level guidance from a stronger teacher. In long-context tasks, ho