@article{estimatingtheblackboxllmuncertaintywithd,
  title = {Estimating the Black-box LLM Uncertainty with Distribution-Aligned Adversarial Distillation},
  author = {Huizi Cui and Huan Ma and Qilin Wang and Yuhang Gao and Changqing Zhang},
  year = {2026},
  eprint = {2605.05777},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.05777},
}