Testing Natural Language Models

In this episode of the Data Exchange I speak with Marco Ribeiro, Senior Researcher at Microsoft Research, and lead author of the award-winning paper ”Beyond Accuracy: Behavioral Testing of NLP models with CheckList”. As machine learning gains importance across many application domains and industries, there is a growing need to formalize how ML models get built, deployed, and used. MLOps is an emerging set of practices focused on productionizing the machine learning lifecycle...