@inproceedings{chen-etal-2026-llms,
    title = "{LLM}s as Lab Engineers: A Benchmark for Analytical Method Lifecycle Management",
    author = "Chen, Xiaoyi  and
      Monshizadeh, Mahsa  and
      Zhang, Chaoqi  and
      Lang, Jianjun  and
      Wu, Yang  and
      Mortensen, Genevieve  and
      Liu, Xiaozhong  and
      Tang, Haixu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2015/",
    pages = "40533--40553",
    ISBN = "979-8-89176-395-1"
}