research
Medical Hallucination Checks Moved Into One Pass
Lightweight uncertainty heads used frozen attention maps and token probabilities for Persian medical claims.
Published Updated Story ID: mp-2026-10-05-019
Summary
Lightweight uncertainty heads used frozen attention maps and token probabilities for Persian medical claims.
Held-out PR-AUC reached 0.4820 and 0.4652—2.30 and 2.66 times the respective random baselines—without retrieval or repeated sampling; the authors flag small tests and automatic labels.
Why it matters
Lightweight uncertainty heads used frozen attention maps and token probabilities for Persian medical claims.
Limits and context
No additional limitation was separately recorded.
Key claims
Lightweight uncertainty heads used frozen attention maps and token probabilities for Persian medical claims.
Evidence: source-2026-10-05-021
Sources
- arXiv preprint 2610.03482arXiv · primary research
Corrections
No corrections have been recorded for this story.