Alejandro Ciuba, [email protected]
This presentation looks at the various ways we can build and develop NLP pipelines for text classification tasks like author identification and sentiment analysis. The presentation plans to cover the following approaches:
- Simple Knowledge Base
- Naive Bayes Classifier
- K-Nearest Neighbors
- Support Vector Machine
- Logistic Regression
- Simple Feed-Forward Neural Network
- Recurrent Neural Network
- Simple Transformer
- HuggingFace Classifiers
If you find any errors or want to contribute to this notebook, just send a pull request! This repository is completely free to use and do whatever you want with.