@inproceedings{thomas-vince-2026-1114, title = "What 1,114 Documents Reveal About Schema-Driven Extraction: Models, Pipelines, and the Real-vs-Synthetic Gap", author = "Thomas, Frank and Vince, Andrei", 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.56/", pages = "928--940", ISBN = "979-8-89176-460-6" }