Below are the links to all slides covered in class. Slides will be posted as soon as they are available.
| Lecture # | Date | Topic | Slides | Recording | Quiz |
|---|---|---|---|---|---|
| 0 | 5 Sept | NLP Intro: Brief History and Context | Slides | Recording | Quiz 0 |
| 1 | 10 Sept | Tasks and Benchmarks | Slides | Recording | Quiz 1 |
| 2 | 12 Sept | BOW Text Classifiers | Slides | Recording | Quiz 2 |
| 3 | 17 Sept | Distributional Hypothesis & Word Embeddings | Slides | Recording | Quiz 3 |
| 4 | 19 Sept | Topic Modeling | Slides | Recording | Quiz 4 |
| 5 | 24 Sept | Statistical Machine Translation | Slides | Recording | Quiz 5 |
| 6 | 26 Sept | Language Modeling Basics | Slides | Recording | Quiz 6 |
| 7 | 1 Oct | Neural Architectures Part 1: MLPs, RNNs and Word Embeddings | Slides | Recording | Quiz 7 |
| 8 | 3 Oct | Neural Architectures Part 2: LSTMs and Transformers | Slides | Recording | Quiz 8 |
| 9 | 8 Oct | Guest Lecture: Will Louis [ZOOM] | Recording | ||
| 10 | 10 Oct | Transformers contd. [ZOOM] | Recording | ||
| 11 | 15 Oct | Pretrained Language Models | Slides | Recording | Quiz 9 |
| 12 | 17 Oct | Prompting and Post-Training | Slides | Recording | Quiz 10 |
| 13 | 22 Oct | Prompting and Post-Training contd. | Slides | Recording | |
| 14 | 24 Oct | NO CLASS | |||
| 15 | 29 Oct | Morphology, Tokenization | Slides | Recording | Quiz 11 |
| 16 | 31 Oct | Lexicon (Part of Speech, Word Sense) | Slides | Recording | Quiz 12 |
| 5 Nov | NO CLASS: Election Day | ||||
| 17 | 7 Nov | Grammars and Parsing | Slides | Recording | Quiz 13 |
| 18 | 12 Nov | Semantic Representations and Parsing | Slides | Recording | Quiz 14 |
| 19 | 14 Nov | Midterm Review | Recording | ||
| 20 | 19 Nov | Midterm Review | Recording | ||
| 21 | 21 Nov | MIDTERM! | |||
| 26 Nov | NO CLASS: Thanksgiving | ||||
| 28 Nov | NO CLASS: Thanksgiving | ||||
| 22 | 3 Dec | Interpretability Part 1: Interpretability Overview, and "What happened to Core NLP?" | Recording | ||
| 23 | 5 Dec | </s> | Recording |