S$^3$c-Math: Spontaneous Step-level Self-correction Makes Large Language
Models Better Mathematical Reasoners
S$^3$c-Math: Spontaneous Step-level Self-correction Makes Large Language
Models Better Mathematical Reasoners
Self-correction is a novel method that can stimulate the potential reasoning abilities of large language models (LLMs). It involves detecting and correcting errors during the inference process when LLMs solve reasoning problems. However, recent works do not regard self-correction as a spontaneous and intrinsic capability of LLMs. Instead, such correction …