@inproceedings{yan-etal-2025-lmr,
    title = "{LMR}-{BENCH}: Evaluating {LLM} Agent{'}s Ability on Reproducing Language Modeling Research",
    author = "Yan, Shuo  and
      Li, Ruochen  and
      Luo, Ziming  and
      Wang, Zimu  and
      Li, Daoyang  and
      Jing, Liqiang  and
      He, Kaiyu  and
      Wu, Peilin  and
      Ni, Juntong  and
      Michalopoulos, George  and
      Zhang, Yue  and
      Zhang, Ziyang  and
      Zhang, Mian  and
      Chen, Zhiyu  and
      Du, Xinya",
    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.314/",
    pages = "6175--6197",
    ISBN = "979-8-89176-332-6"
}