LiteSemRAG: Lightweight LLM-Free Semantic-Aware Graph Retrieval for Robust RAG

Xiao Yue, Guangzhi Qu, Lige Gan

Graph-based Retrieval-Augmented Generation (RAG) has shown great potential for improving multi-level reasoning and structured evidence aggregation. However, existing graph-based RA…