FG-PRM: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning

Ruosen Li, Ziming Luo, Xinya Du

Hallucinations in large language models (LLMs) pose significant challenges in tasks requiring complex multi-step reasoning, such as mathematical problem-solving. Existing approache…