Who Annotates in NLP? A Large-scale Assessment of Human Annotation Reporting between 2018 and 2025

Maria Kunilovskaya, Gagan Bhatia, Lisa Sophie Albertelli +10

Human annotation is the empirical foundation of much NLP research, from dataset construction to model evaluation, but papers often leave unclear who produced the annotations and ho…