@inproceedings{liu-etal-2026-guide,
    title = "{GUIDE}: Towards Scalable Advising for Research Ideas",
    author = "Liu, Yaowenqi  and
      Meng, BingXu  and
      Pan, Rui  and
      Liu, Yuxing  and
      Huang, Jerry  and
      You, Jiaxuan  and
      Zhang, Tong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1984/",
    pages = "42813--42834",
    ISBN = "979-8-89176-390-6"
}