作者位次 #3/6ACL 2026Findings· Findings of ACL
Large Language Models Are Effective Human Annotation Assistants, But Not Good Independent Annotators
Feng Gu · Zongxia Li · Carlos R. Colon · Benjamin Evans · Ishani Mondal · Jordan Lee Boyd-Graber
摘要
Event annotation is important for identifying, monitoring, and understanding sociological trends. Although expert annotators set the gold standard, they are expensive and inefficient. While state-of-the-art NLP models are an attractive alternative, they are often evaluated on standalone subtasks...