Refining and Reusing Annotation Guidelines for LLM Annotation

Kon Woo Kim, Jin-Dong Kim, Akiko Aizawa

While Large Language Models (LLMs) demonstrate remarkable performance on zero-shot annotation tasks, they often struggle with the specialized conventions of gold-standard benchmark…