@inproceedings{zhu-etal-2026-insighteval,
    title = "{I}nsight{E}val: An Expert-Curated Benchmark for Assessing Insight Discovery in {LLM}-Driven Data Agents",
    author = "Zhu, Zhenghao  and
      Song, Yuanfeng  and
      Chen, Xing  and
      Liu, Chengzhong  and
      Yakun, Cui  and
      Cao, Caleb Chen  and
      Han, Sirui  and
      Guo, Yike",
    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.1729/",
    pages = "34632--34656",
    ISBN = "979-8-89176-395-1"
}