Zero-knowledge LLM hallucination detection and mitigation through fine-grained cross-model consistency

Aman Goel, Daniel Schwartz, Yanjun Qi

Large language models (LLMs) have demonstrated impressive capabilities across diverse tasks, but they remain susceptible to hallucinations--generating content that appears plausibl…