Good Papers

Showing papers from JPMorganChase Show all papers

91%Must read
?Must readVote to see the score

Entropy Distribution as a Fingerprint for Hallucinations in Generative Models

Token-level entropy distributions fingerprint hallucinations, and the single-pass Calibrated Entropy Score achieves multi-pass detection accuracy with formal guarantees.

Mattia Jacopo Villani, Pranav Deshpande, Akshay Seshadri, Romina Yalovetzky and 1 more

Atlanta Poster Session 4, Thu, Dec 10, 4:30 PM–7:30 PM, Hall C1 · Published 2026

– ReadersNo votes yet
18/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 18 of 20 reviewers recommend it
lenient 5/5
medium 10/10
strict 3/5