@inproceedings{xi-etal-2026-agentgym2,
    title = "{A}gent{G}ym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments",
    author = "Xi, Zhiheng  and
      Yang, Dingwen  and
      Liu, Jiaqi  and
      Huang, Jixuan  and
      Guo, Honglin  and
      Huang, Baodai  and
      Chen, Tinggang  and
      Zhang, Qi  and
      Lu, Zhonghang  and
      Liu, Chenyu  and
      Sun, Jiajun  and
      Zhang, Jiazheng  and
      Zhu, Dingwei  and
      Guo, Xin  and
      Wang, Junzhe  and
      Zhang, Zhihao  and
      Yang, Yuming  and
      Ye, Junjie  and
      Gao, Minghe  and
      Liu, Dongrui  and
      Ji, Jiaming  and
      Li, Guohao  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.2058/",
    pages = "44451--44479",
    ISBN = "979-8-89176-390-6"
}