NLP Town的NLP项目源码集合(notebooks)
A collection of notebooks for Natural Language Processing from NLP Town
Python 自然语言处理
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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
Text classification
"Traditional" Text Classification with Scikit-learn
Sentence similarity
Multilingual word embeddings
Transfer Learning
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