RESEARCH27
Sanity Checks for Long-Form Hallucination Detection
arXiv CS.CLΒ·May 12, 2026
This research paper introduces a controlled-invariance methodology for hallucination detection in large language models. Using oracle tests like extsc{Force} and extsc{Remove}, it investigates whether detection methods evaluate reasoning or merely surface correlates of the final answer.
Read original β