arXiv stat.ML
· Papers
INFUSER: Influence-Guided Self-Evolution Improves Reasoning
arXiv:2606.09052v3 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 or teacher-generated training data, or, when the generator