SAPO: Self-Adaptive Process Optimization Makes Small Reasoners Stronger

Kaiyuan Chen, Guangmin Zheng, Jin Wang +2

Existing self-evolution methods overlook the influence of fine-grained reasoning steps, which leads to the reasoner-verifier gap. The computational inefficiency of Monte Carlo (MC)…