The Promise of Deep Learning
Dipanjan Sarkar · Apress eBooks · 2019
The focus of this book has been primarily to get you up to speed on essential techniques in natural language processing, so covering detailed applications leveraging deep learning for NLP is out of the current scope. However, we have still tried to depict some interesting applications of NLP throughout the book, including Chapter 4 , where we covered interesting methods around word embeddings using deep learning methods like Word2Vec, GloVe, and FastText and Chapter 5 , where we built text classification models using deep learning. The intent of this chapter is to talk a fair bit about the recent advancements made in the field of NLP with the help of deep learning and the promise it holds toward building better models, solving more complex problems and helping us build better and more intelligent systems.