Shujing Liu

A Review of Hallucination Suppression Technologies for Large Language Models Under RAG Architecture

This review provides systematic theoretical support for industrial RAG model selection and optimization and summarizes existing research gaps, including lightweight deployment and multimodal expansion, and proposes future research directions for trustworthy RAG systems.