@article{balancingclassificationandcalibrationper,
  title = {Balancing Classification and Calibration Performance in Decision-Making LLMs via Calibration Aware Reinforcement Learning},
  author = {Duygu Nur Yaldiz and Evangelia Spiliopoulou and Zheng Qi and Siddharth Varia and Srikanth Doss and Nikolaos Pappas},
  year = {2026},
  eprint = {2601.13284},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.13284},
}