Decomposed Entailment for Factuality Checking and Hallucination Detection

Achir Oukelmoun, Nasredine Semmar, Gaël De Chalendar

The reliability of Large Language Models (LLMs) is often compromised by factual inconsistencies, including hallucinations---cases where generated content is not supported by the un…