@article{readyourownmindreasoninghelpssurface,
  title = {Read Your Own Mind: Reasoning Helps Surface Self-Confidence Signals in LLMs},
  author = {Jakub Podolak and Rajeev Verma},
  year = {2025},
  eprint = {2505.23845},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.23845v1},
}