Paper page - Who Annotates in NLP? A Large-scale Assessment of Human Annotation Reporting between 2018 and 2025
…We introduce a unified taxonomy of annotation-reporting practices and validate an LLM-assisted extraction pipeline against Annotated-gold , a human-adjudicated gold standard of 41 papers and 72 annotation tasks, where…