Probabilistic Calibration Is a Trainable Capability in Language Models
arXiv:2605.11845v1 Announce Type: new
Abstract: Language models are increasingly used in settings where outputs must satisfy user-specified randomness constraints, yet their generation probabilities are often poorly calibrated to those targets. We stu…