@article{selfevaluationisalreadythereelicitinglat,
  title = {Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data},
  author = {XiuYu Zhang and Yi Shan and Junfeng Fang and Zhenkai Liang},
  year = {2026},
  eprint = {2606.05122},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.05122},
}