Deep learning is having a large impact on the field of natural language processing.
But, as a beginner, where do you start?
Both deep learning and natural language processing are huge fields. What are the salient aspects of each field to focus on and which areas of NLP is deep learning having the most impact?
In this post, you will discover a primer on deep learning for natural language processing.
After reading this post, you will know:
The neural network architectures that are having the biggest impact on the field of natural language processing.
A broad view of the natural language processing tasks that can be successfully addressed with deep learning.
The importance of dense word representations and the methods that can be used to learn them.
Let’s get started.