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
