A Survey on Feedback-based Multi-step Reasoning for Large Language Models on Mathematics

Ting-Ruen Wei, Haowei Liu, Xuyang Wu +1

Recent progress in large language models (LLM) found chain-of-thought prompting strategies to improve the reasoning ability of LLMs by encouraging problem solving through multiple…