LLMs as Data Annotators: How Close Are We to Human Performance

Muhammad Uzair Ul Haq, Davide Rigoni, Alessandro Sperduti

In NLP, fine-tuning LLMs is effective for various applications but requires high-quality annotated data. However, manual annotation of data is labor-intensive, time-consuming, and…