2026
VeriTrail: Closed-Domain Hallucination Detection with Traceability
ICLR 2026poster
Even when instructed to adhere to source material, language models often generate unsubstantiated content – a phenomenon known as “closed-domain hallucination.” This risk is amplified in processes with multiple generative steps (MGS), compared to processes with a single generative step (SGS). Howeve…