Artificial Intelligence for Natural Language Processing
eBook - ePub

Artificial Intelligence for Natural Language Processing

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Artificial Intelligence for Natural Language Processing

About this book

Artificial Intelligence for Natural Language Processing offers a comprehensive exploration of how advanced computational methods are transforming the way machines understand human language. This book delves into the core principles of Natural Language Processing through an engaging progression – from fundamental word?level analysis to complex discourse and pragmatic analysis – integrating linguistic theory with cutting?edge Artificial Intelligence methodologies. It provides a robust framework for both the theoretical underpinnings and practical applications of NLP, ensuring that readers gain a clear understanding of how computers can effectively process and interpret human language.

What sets this book apart is its methodical structure that guides the reader through each level of language analysis, building upon earlier chapters to culminate in a deep integration of artificial intelligence within NLP systems. The detailed explanations and examples are designed to bridge the gap between abstract theory and real?world application, making it an invaluable resource for anyone looking to grasp the nuances of language processing.

FEATURES

  • Provides a step?by?step progression from word?level analysis to syntactic, semantic, and pragmatic processing
  • Offers in?depth discussions on word sense disambiguation with illustrative examples
  • Presents an exploration of discourse integration and contextual meaning essential for modern NLP models
  • Delivers comprehensive coverage of AI applications in NLP, highlighting state?of?the?art computational techniques
  • Suggests clear, accessible explanations suitable for both beginners and advanced practitioners

This book is ideal for graduate students, researchers, and professionals in computer science, linguistics, and artificial intelligence. Whether you are a seasoned researcher looking to deepen your understanding or a newcomer eager to explore the field, Artificial Intelligence for Natural Language Processing serves as both an essential academic resource and a practical guide for navigating the evolving landscape of language technology.

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Yes, you can access Artificial Intelligence for Natural Language Processing by Dhanalekshmi Prasad Yedurkar,Ganesh R. Pathak,Manisha Galphade,Thompson Stephan in PDF and/or ePUB format, as well as other popular books in Computer Science & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Half Title
  3. Title Page
  4. Copyright Page
  5. Table of Contents
  6. Preface
  7. Authors
  8. Chapter 1 Introduction and Word-Level Analysis
  9. Chapter 2 Syntactic Analysis
  10. Chapter 3 Semantic Analysis
  11. Chapter 4 Discourse and Pragmatic Analysis
  12. Chapter 5 Artificial Intelligence in NLP
  13. Index