@article{mllmsgetitrightthengetitwrongtracingandc,
  title = {MLLMs Get It Right, Then Get It Wrong: Tracing and Correcting Late-Layer Textual Bias},
  author = {Xingming Li and Ao Cheng and Qiyao Sun and Xixiang He and Xuanyu Ji and Runke Huang and Qingyong Hu},
  year = {2026},
  eprint = {2606.17953},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.17953},
}