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

Table of Contents

1. Introduction to Flair
2. Flair Base Types
3. Embeddings in Flair
4. Sequence Tagging
5. Training Sequence Labeling Models
6. Hyperparameter Optimization in Flair
7. Training Your Own Embeddings
8. Text Classification in Flair
9. Deploying and Using Models in Production
10. Hands-on exercise