Name		Name	Last commit message	Last commit date
data		data
drafts		drafts
An Introduction to Word Embeddings.ipynb		An Introduction to Word Embeddings.ipynb
Data exploration with sentence similarity.ipynb		Data exploration with sentence similarity.ipynb
Discovering and Visualizing Topics in Texts with LDA.ipynb		Discovering and Visualizing Topics in Texts with LDA.ipynb
Elmo Embeddings.ipynb		Elmo Embeddings.ipynb
GateNLP.ipynb		GateNLP.ipynb
Intent Classification with Small Transformers.ipynb		Intent Classification with Small Transformers.ipynb
Medical Entity Recognition with Pretrained Transformers.ipynb		Medical Entity Recognition with Pretrained Transformers.ipynb
Multilingual Embeddings - 1. Introduction.ipynb		Multilingual Embeddings - 1. Introduction.ipynb
Multilingual Embeddings - 2. Cross-lingual Sentence Similarity.ipynb		Multilingual Embeddings - 2. Cross-lingual Sentence Similarity.ipynb
Multilingual Embeddings - 3. Transfer Learning.ipynb		Multilingual Embeddings - 3. Transfer Learning.ipynb
Multilingual text classification with BERT.ipynb		Multilingual text classification with BERT.ipynb
NLP with pretrained models - spaCy and StanfordNLP.ipynb		NLP with pretrained models - spaCy and StanfordNLP.ipynb
Named Entity Recognition with Conditional Random Fields.ipynb		Named Entity Recognition with Conditional Random Fields.ipynb
README.md		README.md
Sequence Labelling with a BiLSTM in PyTorch.ipynb		Sequence Labelling with a BiLSTM in PyTorch.ipynb
Simple Sentence Similarity.ipynb		Simple Sentence Similarity.ipynb
Text classification with BERT in PyTorch.ipynb		Text classification with BERT in PyTorch.ipynb
Text classification with a CNN in PyTorch.ipynb		Text classification with a CNN in PyTorch.ipynb
Traditional text classification with Scikit-learn.ipynb		Traditional text classification with Scikit-learn.ipynb
Updating spaCy's Named Entity Recognition System.ipynb		Updating spaCy's Named Entity Recognition System.ipynb
Zero-Shot Text Classification.ipynb		Zero-Shot Text Classification.ipynb
_config.yml		_config.yml

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nlp-notebooks

NLP 101

Named Entity Recognition

Text classification

Sentence similarity

Multilingual word embeddings

Transfer Learning

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