Название: Teaching Computers to Read: Effective Best Practices in Building Valuable NLP Solutions
Автор: Rachel Wagner-Kaiser
Издательство: CRC Press
Год: 2026
Страниц: 238
Язык: английский
Формат: pdf (true), epub
Размер: 32.2 MB
Building Natural Language Processing (NLP) solutions that deliver ongoing business value is not straightforward. This book provides clarity and guidance on how to design, develop, deploy, and maintain NLP solutions that address real-world business problems. In this book, we discuss the main challenges and pitfalls encountered when building NLP solutions. We also outline how technical choices interact with (and are impacted by) data, tools, the business goals, and integration between human experts and the Artificial Intelligence (AI) solution. The best practices we cover here do not depend on cutting-edge modeling algorithms or the architectural flavor of the month. We provide practical advice for NLP solutions that are adaptable to the solution’s specific technical building blocks. We aim for this book to be a useful reference for individuals, teams, and organizations when designing, developing, and deploying NLP solutions. For students, we hope that the topics covered provide insight into the challenges that they will face in creating these end-to-end processes and the key factors to keep in mind to be successful in the NLP space.