@article{effectiveandefficientschemaaware,
  title = {Effective and Efficient Schema-aware Information Extraction Using On-Device Large Language Models},
  author = {Zhihao Wen and Sheng Liang and Yaxiong Wu and Yongyue Zhang and Yong liu},
  year = {2025},
  eprint = {2505.14992},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.14992v1},
}