Renhong Chen

Step Guided Reasoning: Improving Mathematical Reasoning using Guidance Generation and Step Reasoning

Mathematical reasoning has been challenging for large language models (LLMs), and the introduction of step-by-step Chain-of-Thought (CoT) inference has significantly advanced the mathematical capabilities of LLMs. However, current approaches either necessitate extensive inference datasets for traini