Principled Detection of Hallucinations in Large Language Models via Multiple Testing

Jiawei Li, Akshayaa Magesh, Venugopal V. Veeravalli

While Large Language Models (LLMs) have emerged as powerful foundational models to solve a variety of tasks, they have also been shown to be prone to hallucinations, i.e., generati…