@article{whendoeslearningtostophelpacostawarestud,
  title = {When Does Learning to Stop Help? A Cost-Aware Study of Early Exits in Reasoning Models},
  author = {Zhe Dong and Fang Qin and Manish Shah},
  year = {2026},
  eprint = {2606.30852},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.30852},
}