@article{whenvisionlanguagemodelsjudgewithoutseei,
  title = {When Vision-Language Models Judge Without Seeing: Exposing Informativeness Bias},
  author = {Xiaohan Zou and Roshan Sridhar and Mohammadtaher Safarzadeh and Dan Roth},
  year = {2026},
  eprint = {2604.17768},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.17768},
}