Section 3: Real-World NLP Applications Using PyTorch 1.x

In this section, we will use the various Natural Language Processing (NLP) techniques available in PyTorch to build a wide range of real-world applications using PyTorch. Sentiment analysis, text summarization, text classification, and building a chatbot application using PyTorch are some of the tasks that will be covered in this section.

This section contains the following chapters:

• Chapter 5, Recurrent Neural Networks and Sentiment Analysis
• Chapter 6, Convolutional Neural Networks for Text Classification
• Chapter 7, Text Translation Using Sequence-to-Sequence Neural Networks
• Chapter 8, Building a Chatbot Using Attention-Based Neural Networks
• Chapter 9, The Road Ahead