@inproceedings{zheng-etal-2025-automation,
    title = "From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery",
    author = "Zheng, Tianshi  and
      Deng, Zheye  and
      Tsang, Hong Ting  and
      Wang, Weiqi  and
      Bai, Jiaxin  and
      Wang, Zihao  and
      Song, Yangqiu",
    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.895/",
    pages = "17744--17761",
    ISBN = "979-8-89176-332-6"
}