@article{automatedinstructionrevisionairastructur,
  title = {Automated Instruction Revision (AIR): A Structured Comparison of Task Adaptation Strategies for LLM},
  author = {Solomiia Bilyk and Volodymyr Getmanskyi and Taras Firman},
  year = {2026},
  eprint = {2604.09418},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.09418},
}