Calendar
Introduction and Logistics
- T 3 Jan
- Lecture (slides, notes); read, sign, and submit (through Canvas) the academic integrity document; read Eisenstein chapter 1 and NYT’s interview of Yejin Choi; complete and evaluate A0
Classification and Multinomial Logistic Regression
- T 3 Jan
- Lecture (slides, up to slide 4); read Eisenstein chapter 2, appendix B, and (suggested) chapter 4; start AA; video from 2021 (with captions; transcript; slides)
- Th 5 Jan
- Lecture (slides, up to slide 72)
- T 10 Jan
- Lecture (slides)
- Th 19 Jan
- AA is due at 11:59 pm deadline
Language Modeling
- T 10 Jan
- Lecture (slides, up to slide 35); read Eisenstein chapter 6, appendix A, and (suggested) chapter 3; video from 2021 (with captions; transcript; slides)
- Th 12 Jan
- Noah office hours 10-11am (in person)
- Lecture (slides, up to slide 61)
- T 17 Jan
- Noah office hours 10-11am (zoom)
- Lecture (slides, up to slide 112)
- Th 19 Jan
- Lecture (slides); AA is due at 11:59 pm deadline; start AB
- F 20 Jan
- Project proposal is due at 11:59 pm deadline
- Th 2 Feb
- AB is due at 11:59 pm deadline; start AC
Vector Embeddings
- Th 19 Jan
- Lecture (slides, up to slide 3); read Eisenstein chapter 14 and (suggested) chapter 5; video from 2021 (with captions; transcript; slides)
- T 24 Jan
- Lecture (slides, up to slide 62);
- Th 26 Jan
- Noah office hours 10-11am (in person)
- Lecture (slides);
- Th 2 Feb
- AB is due at 11:59 pm deadline; start AC
Morphology and Weighted Finite-State Transducers
- T 31 Jan
- Noah office hours 10-11am (zoom)
- Lecture (slides; up to slide 44); read Eisenstein sections 9.0 and 9.1; video from 2021 (with captions; transcript; slides)
- Th 2 Feb
- Lecture (slides; AB is due at 11:59 pm deadline; start AC
Sequence Labeling and Conditional Random Fields
- Th 5 Feb
- Lecture (slides, up to slide 20); read Eisenstein chapters 7 and 8; video from 2021 (with captions; transcript; slides); AB is due at 11:59 pm deadline; start AC
- T 7 Feb
- Lecture (slides, up to slide 78)
- Th 9 Feb
- Noah office hours 10-11am (in person)
- Lecture (slides)
- F 10 Feb
- CSE 517 project version 1 is due at 11:59 pm deadline
- Th 16 Feb
- AC is due at 11:59 pm deadline; start AD
Syntax, Semantics, and Linguistic Structure Prediction
- Th 9 Feb
- Lecture (slides, up to slide 4); read Eisenstein chapters 10 and 12, (suggested) 11 and 13; video from 2021 (with captions; transcript; slides)
- T 14 Feb
- No office hour (email Noah if you want to chat)
- Lecture (slides, up to slide 52)
- Th 16 Feb
- Guest lecture: Tim Dettmers on modular language models (slides); AC is due at 11:59 pm deadline; start AD
- T 21 Feb
- Lecture (slides, up to slide 122)
- Th 23 Feb
- Noah office hours 10-11am (in person)
- Lecture (slides)
- Th 2 Mar
- AD is due at 11:59 pm deadline
Translation and Sequence-to-Sequence Models
- Th 23 Feb
- Lecture (slides, up to slide 27); read Eisenstein chapter 18; video from 2021 (with captions; transcript; slides);
- T 28 Feb
- Lecture (slides); Noah office hours 10-11am (zoom)
- Th 9 Mar
- AE is due at 11:59 pm deadline
Current Trends
- Th 2 Mar
- Lecture (slides); suggested reading; AD is due at 11:59 pm deadline
- T 7 Mar
- Guest lecture: Sebastin Santy on human-NLP interaction (slides)
- Th 9 Mar
- Final lecture (slides); AE is due at 11:59 pm deadline
- Sun 12 Mar
- CSE 517 project version 2 (final report) is due at 11:59 pm deadline