@article{fishersftdataefficientsupervisedfine,
  title = {FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain},
  author = {Rohan Deb and Kiran Thekumparampil and Kousha Kalantari and Gaurush Hiranandani and Shoham Sabach and Branislav Kveton},
  year = {2025},
  eprint = {2505.14826},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.14826v1},
}