@article{nearlyoptimalactivepreferencelearningand,
  title = {Nearly Optimal Active Preference Learning and Its Application to LLM Alignment},
  author = {Yao Zhao and Kwang-Sung Jun},
  year = {2026},
  eprint = {2602.01581},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.01581},
}