CS-552 Course Slides
Week 1
| Slide Name | Link |
|---|---|
| Introduction | 1-Intro.pdf |
| Building a simple neural classifier | 2-NeuralClassifier.pdf |
| Word embeddings | 3-NeuralEmbeddings.pdf |
Week 2
| Slide Name | Link |
|---|---|
| Classical LMs | Neural LMs: Fixed Context Models | 4+5-EarlyLMs+RNNs-Start.pdf |
| Neural LMs: RNNs | 6-RNNs-continued+LSTMs+GRUs.pdf |
Week 3
| Slide Name | Link |
|---|---|
| Sequence-to-sequence Models | 7-Seq2seq.pdf |
| Transformers | 8-Transformers.pdf |