📝 Publications

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering

Zheng Chu, huiming fan, Jingchang Chen, Qianyu Wang, Mingda Yang, Jiafeng Liang, Zhongjie Wang, Hao Li, Guo Tang, Ming Liu, Bing Qin

Paper, Code

This paper proposes Self-Critique Guided Iterative Reasoning (SiGIR), a method that enhances multi-hop reasoning in LLMs by using self-evaluation and iterative question decomposition to guide reasoning paths, achieving superior performance on benchmark datasets.