Tag: Robustness

Often in Natural Language Processing (NLP), we often judge a model’s success based on how accurate it is. But this approach can be misleading because it doesn’t show how well the model handles real-world language. To truly know if a model is good, we need to test its robustness — h...

I grew up in the Midwestern United States. It has a climate that is best described as extreme. The winters can be well below zero and the summers as hot as the coast. Tornados and freezing can be real risks. In my career, I’ve worked in industry where reliability is critical for success. Tr...