@article{lavalogicawarevalidationandaugmentationf,
  title = {LAVA: Logic-Aware Validation and Augmentation Framework for Large-Scale Financial Document Auditing},
  author = {Ruoqi Shu and Xuhui Wang and Isaac Wang and Yanming Mai and Bo Wan},
  year = {2026},
  eprint = {2608.16763},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.16763},
}