nlp-notebooks
A collection of notebooks for Natural Language Processing from NLP Town
NLP 101
- An Introduction to Word Embeddings
- NLP with Pre-trained models from spaCy and StanfordNLP
- Discovering and Visualizing Topics in Texts with LDA
Named Entity Recognition
- Updating spaCy's Named Entity Recognition System
- Named Entity Recognition with Conditional Random Fields
- Sequence Labelling with a BiLSTM in PyTorch
- Medical Entity Recognition with Pretrained Transformers
Text classification
- "Traditional" Text Classification with Scikit-learn
- Intent Classification with Smaller Transformers
- Zero-Shot Text Classification