A Model Can Help Itself: Reward-Free Self-Training for LLM Reasoning.

arXiv:2510.18814v5 Announce Type: replace-cross Abstract: Can a language model improve reasoning by learning from its own imperfect responses, without rewards or teacher-provided solutions? We present Self-evolving Post-Training (SePT), a simple method that al