@inproceedings{gu-etal-2026-large, title = "Large Language Models Are Effective Human Annotation Assistants, But Not Good Independent Annotators", author = "Gu, Feng and Li, Zongxia and Colon, Carlos R. and Evans, Benjamin and Mondal, Ishani and Boyd-Graber, Jordan Lee", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.4/", pages = "71--89", ISBN = "979-8-89176-395-1" }