Probabilistic Guarantees for Reducing Contextual Hallucinations in LLMs

Nils Rautenberg, Sven Schippkus

Large language models (LLMs) frequently produce contextual hallucinations, where generated content contradicts or ignores information explicitly stated in the prompt. Such errors a…