Yuchen Wang

The Combination of RAG and RL: A Technological Breakthrough and Future Directions in Mathematical Reasoning with LLMs

Large language models (LLMs) face challenges in mathematical reasoning tasks, including logical disjunction, process hallucination, and a loss of creativity, which severely restricts the reliability and application of LLMs for this purpose. To tackle these issues, this paper applies secondary research, systematically e...