Ziyuan Pei

Influence Guided Context Selection for Effective Retrieval-Augmented Generation

Retrieval-Augmented Generation (RAG) addresses large language model (LLM) hallucinations by grounding responses in external knowledge, but its effectiveness is compromised by poor-quality retrieved contexts containing irrelevant or noisy information. While existing approaches attempt to improve perf…