Natural Language Processing with Flair: A practical guide to understanding and solving NLP problems with Flair

by Tadej Magajna

Learn how to solve practical NLP problems with the Flair Python framework, train sequence labeling models, work with text classifiers and word embeddings, and much more through hands-on practical exercises Purchase of the print or Kindle book includes a free PDF eBook From installing Flair and learning about the basic NLP concepts and terminology, this book takes a hands-on approach to explaining and solving real-world NLP problems. After exploring Flair's extensive features, such as sequence tagging, text classification, and word embeddings through practical exercises, you'll tackle topics like training your own sequence, labeling and text classification models, and using hyperparameter tuning in order to choose the right training parameters. By the end of this book, you’ll have a solid grasp on Flair and the problems you can solve with it.

200 pages, Paperback

Published April 29, 2022