@inproceedings{zhang-etal-2026-trust, title = "When to Trust: Margin-Calibrated Routing Between {LLM}-as-a-Judge and Human Experts", author = "Zhang, Xinran and Nie, Ping and Chan, Michelle Lok-yee and Mason, Joshua L. and Sadati, Arash and Avery, Tate Sterling", 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.201/", pages = "3376--3390", ISBN = "979-8-89176-460-6" }