Probabilistic Calibration Is a Trainable Capability in Language Models

Davide Baldelli, Sruthi Kuriakose, Maryam Hashemzadeh +2

Language models are increasingly used in settings where outputs must satisfy user-specified randomness constraints, yet their generation probabilities are often poorly calibrated t…