@article{domedicalvisionlanguagemodelsactuallysee,
  title = {Do Medical Vision Language Models Actually See? A Counterfactual Grounding Framework and Hard-Negative Contrastive Training for Visually-Reliant Medical VLMs},
  author = {Anas Zafar and Leema Krishna Murali and Siddhant Bharadwaj and Ashish Vashist and Jia Wu},
  year = {2026},
  eprint = {2607.03647},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.03647},
}