NLP, Trustworthy Ai, ChatGPT, Large Language Models, Named Entity Recognition.
when contrasted with earlier fine-tuning approaches. The average accuracy of ChatGPT on this simple NER task is 53.7% while Spark NLP NER model achieves > 98% on the very same dataset ! This indicates that despite being considered generalist models, current LLMs still struggle with challenges in