Are You Sure Your LLM Is Sure? Repairing and Auditing Confidence

Arijit Dey, Bhartendu Kumar, Ramya Hebbalaguppe +1

Confidence scores determine whether an LLM answer is accepted, reviewed, or regenerated, yet scalar recalibration can only correct errors visible through the score itself. We intro…