@inproceedings{xia-etal-2025-sand,
    title = "{SAND}: Boosting {LLM} Agents with Self-Taught Action Deliberation",
    author = "Xia, Yu  and
      Shen, Yiran Jenny  and
      Wu, Junda  and
      Yu, Tong  and
      Kim, Sungchul  and
      Rossi, Ryan A.  and
      Yao, Lina  and
      McAuley, Julian",
    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.152/",
    pages = "3062--3077",
    ISBN = "979-8-89176-332-6"
}