@article{teachinglargelanguagemodelswhennottoknow,
  title = {Teaching Large Language Models When Not to Know: Learning Temporal Critique for Ex-Ante Reasoning},
  author = {Chenlu Ding and Jiancan Wu and Yanchen Luo and Zheyuan Liu and Yancheng Yuan and Xiang Wang},
  year = {2026},
  eprint = {2605.14636},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.14636},
}