@article{urbanalignposthocsemanticcalibrationforv,
  title = {UrbanAlign: Post-hoc Semantic Calibration for VLM-Human Preference Alignment},
  author = {Yecheng Zhang and Rong Zhao and Zhizhou Sha and Yong Li and Lei Wang and Ce Hou and Wen Ji and Hao Huang and Yunshan Wan and Jian Yu and Junhao Xia and Yuru Zhang and Chunlei Shi},
  year = {2026},
  eprint = {2602.19442},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.19442},
}