@inproceedings{shah-etal-2026-llms, title = "When {LLM}s Disagree with Human Experts: Understanding {LLM} Annotation Failures in Nutrition Misinformation through Hierarchical Error Analysis using Seed Oil Narratives", author = "Shah, Vishwaa and Kahanda, Indika and Arikawa, Andrea", editor = "Liu, Yang Janet and Gessler, Luke", booktitle = "Proceedings of the 20th Linguistic Annotation Workshop ({LAW} {XX})", month = jul, year = "2026", address = "San Diego, California, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.law-main.6/", pages = "59--74", ISBN = "979-8-89176-404-0" }