@article{docs2synthasyntheticdatatrainedretriever,
  title = {Docs2Synth: A Synthetic Data Trained Retriever Framework for Scanned Visually Rich Documents Understanding},
  author = {Yihao Ding and Qiang Sun and Puzhen Wu and Sirui Li and Siwen Luo and Wei Liu},
  year = {2026},
  eprint = {2601.12260},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.12260},
}