@inproceedings{xiong-etal-2025-butterfly,
    title = "Butterfly Effects in Toolchains: A Comprehensive Analysis of Failed Parameter Filling in {LLM} Tool-Agent Systems",
    author = "Xiong, Qian  and
      Huang, Yuekai  and
      Jiang, Ziyou  and
      Chang, Zhiyuan  and
      Zheng, Yujia  and
      Li, Tianhao  and
      Li, Mingyang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.findings-emnlp.907/",
    pages = "16712--16729",
    ISBN = "979-8-89176-335-7"
}