NLP Overview: Modern Deep Learning Techniques Applied to Natural Language Processing

Over the recent number of years, neural networks have come to play an increasingly central role in natural language processing. Owing in large part to milestones such as word embeddings, and the explosion of chatbots powered by language models built, at least in part, by neural networks, the achievements of neural networks in the domain are come increasingly quickly. Trying to keep up with these advancements can be troublesome. That's where the today's spotlighted resource comes in. NLP Overview: Modern Deep Learning Techniques Applied to Natural Language Processing is a living resource maintained by Elvis Saravia and Soujanya Poria -- with a major part of the project having been directly borrowed from the work of Young et al. (2017), as per the resource maintainers.