Evaluating the Robustness of ChatGPT's Named Entity Recognition Predictions under Input Perturbations

ChatGPT's Named Entity Recognition (NER) predictions and explanations are less reliable on domain-specific entities compared to widely known entities, and its overconfidence on incorrect predictions can be reduced using in-context learning.