Detection Without Correction: A Robust Asymmetry in Activation-Based Hallucination Probing

Dip Roy, Rajiv Misra, Sanjay Kumar Singh +1

Activation-based linear probing is widely proposed as a method for both detecting and correcting hallucinations in autoregressive language models. We present an empirical study acr…