Beyond Accuracy: Behavioral Testing of NLP models with CheckList

Marco Tulio Ribeiro, Tongshuang Wu, Carlos Guestrin +1

Although measuring held-out accuracy has been the primary approach to evaluate generalization, it often overestimates the performance of NLP models, while alternative approaches fo…