Building Scalable, Explainable, and Adaptive NLP Models with Retrieval

Natural language processing (NLP) has witnessed impressive developments in answering questions, summarizing or translating reports, and analyzing sentiment or offensiveness. Much of this progress is owed to training ever-larger language models, such as T5 or GPT-3, that use deep monolithic architec…