@article{canllmsuselinguisticuncertaintymarkersto,
  title = {Can LLMs Use Linguistic Uncertainty Markers to Reliably Reflect Intrinsic Confidence?},
  author = {Gabrielle Kaili-May Liu and Arman Cohan},
  year = {2026},
  eprint = {2605.28778},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.28778},
}