Artificial Vision and Language Processing for Robotics

Chapter 7

Build a Text-Based Dialogue System (Chatbot)

Learning Objectives

By the end of this chapter, you will be able to:

• Define the terms GloVe, Word2Vec and Embeddings
• Develop your own Word2Vec
• Select tools to create conversational agents
• Predict the intent of a conversation
• Create a conversational agent

This chapter covers an introduction to terms such as GloVe, Word2Vec, and embeddings and tools that will help you create a conversational agent.

Introduction

One of the latest trends in deep NLP is the creation of conversational agents, also knowns as chatbots. A chatbot is a text-based dialogue system that understands human language and can hold a real conversation with people. Many companies use these systems to interact with its ...