Astro-NER: Astronomy Named Entity Recognition - Evaluating Large Language Models as Domain Expert Annotators

Large language models like GPT-3.5 can assist non-domain experts in annotating scientific entities in astronomy literature, but their performance is still below that of a domain expert.