Before revision: Given the critical need of building applications with efficient and small models, and the large amount of recently published work in this area, we believe that this URLanizes the plethora of work done by the 'deep learning for NLP' community in the past few years and presents it as a coherent story.
After revision: Given the critical need of building applications with efficient and small models, and the large amount of recently published work in this area, we believe that this URLanizes the plethora of work done by the 'deep learning for NLP' community in the past fewyears and presents it as a coherent story.