Weakly Supervised Distillation of Hallucination Signals into Transformer Representations

Shoaib Sadiq Salehmohamed, Jinal Prashant Thakkar, Hansika Aredla +2

Existing hallucination detection methods for large language models (LLMs) rely on external verification at inference time, requiring gold answers, retrieval systems, or auxiliary j…