@inproceedings{sylvestre-2026-gold, title = "Gold Label Errors in the {S}ci{F}act Benchmark: An {LLM}-Assisted Annotation Audit", author = "Sylvestre, Julien", editor = "Demner-Fushman, Dina and Ananiadou, Sophia and Roberts, Kirk and Tsujii, Junichi", booktitle = "{B}io{NLP} 2026", month = jul, year = "2026", address = "San Diego, California", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-1.9/", pages = "97--103", ISBN = "979-8-89176-434-7" }