Correctness-Dependent Asymmetric Target Distributions for Self-Distillation Policy Optimization.

arXiv:2610.25973v1 Announce Type: cross Abstract: Self-distillation policy optimization provides dense token-level supervision for LLM post-training through feedback-conditioned self-teachers. However, directly matching the self-teacher can disrupt successful