@article{blackboxoptimizationofllmoutputsbyasking,
  title = {Black-box Optimization of LLM Outputs by Asking for Directions},
  author = {Jie Zhang and Meng Ding and Yang Liu and Jue Hong and Florian Tramèr},
  year = {2025},
  eprint = {2510.16794},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.16794},
}