@inproceedings{luo-etal-2025-assistedds,
    title = "{A}ssisted{DS}: Benchmarking How External Domain Knowledge Assists {LLM}s in Automated Data Science",
    author = "Luo, An  and
      Xian, Xun  and
      Du, Jin  and
      Tian, Fangqiao  and
      Wang, Ganghua  and
      Zhong, Ming  and
      Zhao, Shengchun  and
      Bi, Xuan  and
      Liu, Zirui  and
      Zhou, Jiawei  and
      Srinivasa, Jayanth  and
      Kundu, Ashish  and
      Fleming, Charles  and
      Hong, Mingyi  and
      Ding, Jie",
    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.979/",
    pages = "18017--18060",
    ISBN = "979-8-89176-335-7"
}