NLP Cheatsheet

A collection of resources that helps newcomers to natural language processing find their way.

Contents

• Overview of Natural Language Processing
  • Tools
    • NLTK
    • Sklearn
    • SpaCy
    • PyTorch/Tensorflow
  • Language
    • Python
• How computers make sense of words
• NLP Tasks
  • Sentiment Analysis
  • Text Classification
  • Text Translation
  • Text Generation
  • Neural Search
  • Named-Entity Recognition
• Neural Architectures and Natural Language Processing
  • RNNs
  • LSTMs
  • Transformers
  • Generative Adversarial Networks
• HuggingFace and Pre-Trained Models
• Deploying Language Models