Improving Semantic Uncertainty Quantification in Language Model Question-Answering via Token-Level Temperature Scaling

Tom A. Lamb, Desi R. Ivanova, Philip H. S. Torr +1

Calibration is central to reliable semantic uncertainty quantification, yet prior work has largely focused on discrimination, neglecting calibration. As calibration and discriminat…