FNLP: Course Schedule

Week-by-week Overview and Deadlines

WeekThemeLabsTutorialsAssignments
W1Introduction to Natural Language ProcessingLab 0  
W2

Text Classification and Neural Network Basics

 Tutorial 1A1 released
W3Neural Networks, Distributional SemanticsLab 1  
W4Word Embeddings and Language Models Tutorial 2 
W5Sequence-to-Sequence Models and Neural Machine TranslationLab 2 

A1 due

A2 released

Flex WeekNo Class Activities   
W6Transformers and BERT Tutorial 3 
W7Prompting, Few-shot learning, and Instruction TuningLab 3  
W8Alignment, Ethical Issues, and Back to where we started Tutorial 4 
W9Linguistic tasksLab 4 A2 due
W10Wrap-up and QA Tutorial 5 
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