Large Language Models Are Effective Human Annotation Assistants, But Not Good Independent Annotators

Feng Gu, Zongxia Li, Carlos Rafael Colon, Benjamin Evans, Ishani Mondal, Jordan Lee Boyd-Graber. Large Language Models Are Effective Human Annotation Assistants, But Not Good Independent Annotators. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 71-89, Association for Computational Linguistics, 2026. [doi]

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