@inproceedings{wu-etal-2026-novbench,
    title = "{N}ov{B}ench: Evaluating Large Language Models on Academic Paper Novelty Assessment",
    author = "Wu, Wenqing  and
      Zhao, Yi  and
      Wang, Yuzhuo  and
      Li, Siyou  and
      Shao, Juexi  and
      Long, Yunfei  and
      Zhang, Chengzhi",
    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.1607/",
    pages = "32103--32133",
    ISBN = "979-8-89176-395-1"
}