@inproceedings{mansoori-etal-2026-defer,
    title = "When to Defer: Scope-Aware Cascades for Structured Attribute Generation in {E}-commerce Product Catalogs",
    author = "Mansoori, Fatemeh  and
      Scarinci, Andrea  and
      Aggarwal, Aditya  and
      Chandramouli, Ashwin  and
      Khan, Suleiman A.",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.187/",
    pages = "3149--3160",
    ISBN = "979-8-89176-460-6"
}