@article{protobertloraparameterefficient,
  title = {ProtoBERT-LoRA: Parameter-Efficient Prototypical Finetuning for Immunotherapy Study Identification},
  author = {Shijia Zhang and Xiyu Ding and Kai Ding and Jacob Zhang and Kevin Galinsky and Mengrui Wang and Ryan P. Mayers and Zheyu Wang and Hadi Kharrazi},
  year = {2025},
  eprint = {2503.20179},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2503.20179v1},
}