Weakly Supervised Distillation of Hallucination Signals into Transformer Representations

arXiv:2604.06277v1 Announce Type: new Abstract: Existing hallucination detection methods for large language models LLMs rely on external verification at inference time, requiring gold answers, retrieval systems, or auxiliary judge models.