REWIND: Uncertainty-Guided Trajectory Repair for Test-Time Reasoning

Yi Ding, Mengyu Wang, Min Zhou +1

An early mistake in the generated reasoning can constrain all subsequent reasoning. Repeated-generation methods, like MCMC-based approaches, attempt to improve output quality by sa…