Section 4: Deep Learning for Natural Language Processing

This section discusses how to apply deep neural networks for working on real-world problems involving natural language processing. It consists of four chapters that illustrate the use of popular deep learning networks such as Recurrent Neural Networks (RNNs), Long Short-Term Memory (LSTM), and Convolutional Recurrent Neural Networks (CRNNs).

This section contains the following chapters:

  • Chapter 9Deep Network for Text Classification
  • Chapter 10, Text Classification Using Recurrent Neural Networks
  • Chapter 11, Text Classification Using Long Short-Term Memory Networks
  • Chapter 12Text Classification Using Convolutional Recurrent Networks

Get Advanced Deep Learning with R now with O’Reilly online learning.

O’Reilly members experience live online training, plus books, videos, and digital content from 200+ publishers.