| Date | Topic | Instructor |
| Tu Aug 31 | Introduction | Koehn |
| Text | ||
| Th Sep 2 | Words and Language Models | Yarowsky |
| Tu Sep 7 | Morphology | Yarowsky |
| Th Sep 9 | Syntax | Post |
| Tu Sep 14 | Semantics | Lippincott |
| Th Sep 16 | Deep learning I | Murray |
| Tu Sep 21 | Deep learning II (Python notebook) | Murray |
| Th Sep 23 | Distributional Semantics | Koehn |
| Tu Sep 28 | Machine Translation | Murray |
| Th Sep 30 | Information Retrieval | Duh |
| Tu Oct 5 | Information Extraction | Koehn |
| Th Oct 7 | First Midterm Exam | - |
| Speech | ||
| Tu Oct 12 | Auditory system | Elhilali |
| Th Oct 14 | Speech basics | Hermansky |
| Tu Oct 19 | Classic speech recognition1 (additional slides) | Khudanpur |
| Tu Oct 26 | Signal processing (Chapter 6) | Khudanpur |
| Th Oct 29 | Speaker recognition | Dehak |
| Tu Nov 2 | Hands on: Kaldi (K2, ESPnet) | Khudanpur |
| Th Nov 4 | End-to-end neural speech recognition | Watanabe |
| Tu Nov 9 | (no class) | - |
| Th Nov 11 | Second Midterm Exam | |
| Applications | ||
| Tu Nov 16 | Question Answering | Duh |
| Th Nov 18 | NLP for Digital Humanities | Lippincott |
| Tu Nov 30 | Clinical NLP | Dredze |
| Th Dec 2 | Ethical Problems | Moro-Velazquez |