@article{pathreasonerr1instillingstructuredreason,
  title = {PathReasoner-R1: Instilling Structured Reasoning into Pathology Vision-Language Model via Knowledge-Guided Policy Optimization},
  author = {Songhan Jiang and Fengchun Liu and Ziyue Wang and Linghan Cai and Yongbing Zhang},
  year = {2026},
  eprint = {2601.21617},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.21617},
}