NLP, Trustworthy Ai, ChatGPT, Large Language Models, Named Entity Recognition.
zero-shot performance of ChatGPT and GPT-3.5 on CoNLL03, a popular named entity recognition dataset (entities: PER, LOC, ORG, MISC), leaves much to be desired. Their overall performance appears to be quite comparable, yet both models fail to deliver satisfactory results for each named entity type