一作ACL 2026Poster· Natural Language Processing
Refining and Reusing Annotation Guidelines for LLM Annotation
Kon Woo Kim · Jin-Dong Kim · Akiko Aizawa
摘要
While Large Language Models (LLMs) demonstrates remarkable zero-shot annotation tasks, they often struggle with the specialized conventions of gold-standard benchmarks. We propose the systematic reuse and refinement of annotation guidelines as an alignment mechanism, introducing an iterative mode...