@inproceedings{zhang-etal-2025-shallow,
    title = "Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in {LVLM}s",
    author = "Zhang, Xiaofeng  and
      Quan, Yihao  and
      Shen, Chen  and
      Gu, Chaochen  and
      Yuan, Xiaosong  and
      Yan, Shaotian  and
      Cao, Jiawei  and
      Cheng, Hao  and
      Wu, Kaijie  and
      Ye, Jieping",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.174/",
    pages = "3512--3534",
    ISBN = "979-8-89176-332-6"
}