Conference
Open access
Sep 2026
MathCritique: Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision
A critique-in-the-loop self-improvement method that incorporates critique-based supervision into the actor’s self-training process and improves the actor’s exploration efficiency and solution diversity, especially on challenging queries, leading to a stronger actor model.
Zhi-Heng Xi, Dingwen Yang, Jixuan Huang et al.
· Proceedings of the Thirty-Fi... · 0 citations