\texttt{ConflictBank} : A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs

Neural Information Processing Systems 

Large language models (LLMs) have achievedimpressive advancements across numerous disciplines, yet the critical issue of knowledge conflicts, a major source of hallucinations, has rarely been studied. While a few research explored the conflicts between the inherent knowledge of LLMs and the retrieved contextual knowledge, a comprehensive assessment of knowledge conflict in LLMs is still missing.