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