INFUSER: Influence-Guided Self-Evolution Improves Reasoning.

arXiv:2606.09052v5 Announce Type: replace-cross Abstract: Self-evolution offers a scalable path to stronger reasoning: a pretrained language model improves itself with only minimal external supervision. Yet existing methods either depend on extensively curated