Tweet Classification for Disaster Relief
This is the homepage for the SAILORS 2017 NLP research project. Here you can find links to all class materials used for the research project.
Instructors: Abi See (abisee@stanford.edu), Sebastian Schuster (sebschu@stanford.edu)
Slides
- Day 1: Introduction to NLP
- Day 2: Rule-based classifiers
- Day 3: Evaluation metrics (Exercise sheet here)
- Day 4: Probability theory and Bayes rule (Exercise sheet here)
- Day 5 morning: Naive Bayes classifier
- Day 5 afternoon: More NLP
- Day 6 morning: Naive Bayes classifier for Twitter project
- Day 6 afternoon: Neural Networks
- Day 7: Wrap-up