SGEU: enhancing LLM reasoning via backward exemplar generation and verification

This work proposes a self-enhancement framework, including the Self-Generation, Evaluation, and Utilization (SGEU) of exemplars from historical data, facilitating LLMs in acquiring high-quality rationales for the self-enhancement.