@article{judgeretrieveorabstainuncertaintyguarded,
  title = {Judge, Retrieve, or Abstain: Uncertainty-Guarded LLM Judging with Provable Risk Guarantees},
  author = {Sher Badshah and Ali Emami and Hassan Sajjad},
  year = {2026},
  eprint = {2608.17994},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.17994},
}