2024
ClashEval: Quantifying the tug-of-war between an LLM’s internal prior and external evidence
NeurIPS 2024poster
Retrieval augmented generation (RAG) is frequently used to mitigate hallucinations and provide up-to-date knowledge for large language models (LLMs). However, given that document retrieval is an imprecise task and sometimes results in erroneous or even harmful content being presented in context, thi…