REVES: REvision and VErification--Augmented Training for Test-Time Scaling

Yuanxin Liu, Ruida Zhou, Xinyan Zhao +6

Test-time scaling via sequential revision has emerged as a powerful paradigm for enhancing Large Language Model (LLM) reasoning. However, standard post-training methods primarily o…