A collection of resources that helps newcomers to natural language processing find their way.
- Overview of Natural Language Processing
- Tools
- NLTK
- Sklearn
- SpaCy
- PyTorch/Tensorflow
- Language
- Python
- Tools
- 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