@inproceedings{zhang-etal-2026-llmeval,
    title = "{LLME}val-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models",
    author = "Zhang, Ming  and
      Shen, Yujiong  and
      Deng, Jingyi  and
      Wang, Yuhui  and
      Sha, Huayu  and
      Tan, Kexin  and
      Peng, Qiyuan  and
      Zhang, Yue  and
      Wang, Junzhe  and
      Liu, Shichun  and
      Huang, Yueyuan  and
      Tong, Jingqi  and
      Jiang, Changhao  and
      Wu, Yilong  and
      Zhang, Zhihao  and
      Wu, Mingqi  and
      Chai, Mingxu  and
      Xi, Zhiheng  and
      Dou, Shihan  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.972/",
    pages = "21246--21273",
    ISBN = "979-8-89176-390-6"
}