CS 5/662, Winter 2023
| Week | Day | Subject | Assigned | Deliverable |
|---|---|---|---|---|
| 1: Preliminaries | Tue Jan 10 | Introductory Session | ||
| Thu Jan 12 | Count-based Language Modeling | |||
| 2: Text Classification | Tue Jan 17 | Text Classification: Algorithms & Methods | ||
| Thu Jan 19 | Text Classification: Applications & Evaluation |
HW2 |
||
| 3: Practical Foundations | Tue Jan 24 | Designing NLP experiments, Writing & Publishing | ||
| Thu Jan 26 | Word Embeddings & Representations |
HW2 |
||
| 4: Neural Methods | Tue Jan 31 | Neural Methods in NLP; Neural LMs |
Project Proposal |
|
| Thu Feb 2 | In-class PyTorch Lab |
HW3 |
||
| 5: Projects & Guests! | Tue Feb 7 | Project Proposal Presentations | ||
| Thu Feb 9 | TBA |
HW3 |
||
| 6: Sequences & Tagging | Tue Feb 14 | Sequence Labeling |
HW4 |
|
| Thu Feb 16 | Text Normalization | |||
| 7: Capturing Context | Tue Feb 21 | CWEs, Sentences & Documents |
HW5 |
HW4 |
| Thu Feb 23 | TBA (Probably large language models) | |||
| 8: Grammars & Parsing | Tue Feb 28 | Context-free Grammars |
HW6 |
HW5 |
| Thu Mar 2 | Parsing Algorithms |
Project Checkin |
||
| 9: Machine Translation | Tue Mar 7 | MT: History, Evaluation, Impacts | ||
| Thu Mar 9 | Classical Statistical MT |
HW7 |
HW6 |
|
| 10: More MT & Applications | Tue Mar 14 | Neural Approaches to MT | ||
| Thu Mar 16 | Applications: Biomedical NLP |
HW7 |
||
| 11: Final Presentations | Tue Mar 21 | Final Presentations A | ||
| Thu Mar 23 | Final Presentations B |
Final writeup |