Optimizing Query Generation for Enhanced Document Retrieval in RAG

Hamin Koo, Minseon Kim, Sung Ju Hwang

Large Language Models (LLMs) excel in various language tasks but they often generate incorrect information, a phenomenon known as "hallucinations". Retrieval-Augmented Generation (…