Author

Achir Oukelmoun

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Preprint Aug 2026

Decomposed Entailment for Factuality Checking and Hallucination Detection

HallDetect, a lightweight, reference-free, and black-box framework for hallucination detection, is presented, a lightweight, reference-free, and black-box framework for hallucination detection that is evaluated not only on summarization but across a broader range of source-grounded generation settings.

Achir Oukelmoun, N. Semmar, Gäel de Chalendar · 0 citations