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A collection of notebooks for Natural Language Processing from NLP Town
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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
Sentence similarity
Simple Sentence Similarity
Data Exploration with Sentence Similarity
Multilingual word embeddings
Introduction
Cross-lingual sentence similarity
Cross-lingual transfer learning
Transfer Learning
Keras sentiment analysis with Elmo Embeddings
Text classification with BERT in PyTorch
Multilingual text classification with BERT
Open Source Agenda is not affiliated with "Nlp Notebooks" Project. README Source:
nlptown/nlp-notebooks
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914
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6
Last Commit
1 year ago
Repository
nlptown/nlp-notebooks
Homepage
http://www.nlp.town
Tags
Artificial Intelligence
Deep Learning
Natural Language Processing
Nlp
Text Mining
Word Embeddings
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