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Natural Language Understanding with Python

By Deborah A. Dahl
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  1. Free Chapter
    Chapter 1: Natural Language Understanding, Related Technologies, and Natural Language Applications
About this book
Natural Language Understanding facilitates the organization and structuring of language allowing computer systems to effectively process textual information for various practical applications. Natural Language Understanding with Python will help you explore practical techniques for harnessing NLU to create diverse applications. with step-by-step explanations of essential concepts and practical examples, you’ll begin by learning about NLU and its applications. You’ll then explore a wide range of current NLU techniques and their most appropriate use-case. In the process, you’ll be introduced to the most useful Python NLU libraries. Not only will you learn the basics of NLU, you’ll also discover practical issues such as acquiring data, evaluating systems, and deploying NLU applications along with their solutions. The book is a comprehensive guide that’ll help you explore techniques and resources that can be used for different applications in the future. By the end of this book, you’ll be well-versed with the concepts of natural language understanding, deep learning, and large language models (LLMs) for building various AI-based applications.
Publication date:
June 2023
Publisher
Packt
Pages
326
ISBN
9781804613429

 

Part 1: Getting Started with Natural Language Understanding Technology

In Part 1, you will learn about natural language understanding and its applications. You will also learn how to decide whether natural language understanding is applicable to a particular problem. In addition, you will learn about the relative costs and benefits of different NLU techniques.

This part comprises the following chapters:

  • Chapter 1, Natural Language Understanding, Related Technologies, and Natural Language Applications
  • Chapter 2, Identifying Practical Natural Language Understanding Problems
About the Author
  • Deborah A. Dahl

    Deborah A. Dahl is the principal at Conversational Technologies, with over 30 years of experience in natural language understanding technology. She has developed numerous natural language processing systems for research, commercial, and government applications, including a system for NASA, and speech and natural language components on Android. She has taught over 20 workshops on natural language processing, consulted on many natural language processing applications for her customers, and written over 75 technical papers. Th is is Deborah's fourth book on natural language understanding topics. Deborah has a PhD in linguistics from the University of Minnesota and postdoctoral studies in cognitive science from the University of Pennsylvania.

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Natural Language Understanding with Python
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