Date | Topic | Readings (starred=graduate level) |
---|---|---|
Aug 31 |
Introduction
[Video] [Youtube] |
|
Sep 02 |
Basics in Language and Probability
[Video] [Youtube] |
|
Sep 07 |
Language Models
[Video] [Youtube] |
|
Sep 09 |
IBM Model 1 and the EM Algorithm
[Video] [Youtube] |
|
Sep 14 |
Phrase-Based Models
[Video] [Youtube] |
|
Sep 16 |
Decoding
[Video] [Youtube] [Demo] |
|
Sep 21 |
Evaluation
[Video] [Youtube] |
|
Sep 23 |
Introduction to Neural Networks
[Video] [Youtube] |
|
Sep 28 |
Computation Graphs
[Video] [Youtube] |
|
Sep 30 |
Neural Language Models
[Video] [Youtube] |
|
Oct 05 |
Neural Translation Models
[Video] [Youtube] |
|
Oct 07 |
Decoding in Neural Translation Models
[Video] [Youtube] |
|
Oct 12 |
Machine Learning Tricks
[Video] [Youtube] |
|
Oct 14 |
Alternative Architectures
[Video] [Youtube] |
|
Oct 19 |
Words and Morphology
[Video] [Youtube] |
|
Oct 21 |
Adaptation
[Video] [Youtube] |
|
Oct 26 |
Beyond Parallel Data
[Video] [Youtube] |
|
Oct 28 |
Syntax and Semantics
[Video] [Youtube] |
|
Nov 02 |
Current Challenges
[Video] [Youtube] |
|
Nov 04 |
Corpus Acquisition from the Internet
[Video] [Youtube] |
|
Nov 09 |
Analysis and Visualization
[Video] [Youtube] |
|
Nov 11 | Speech Translation | |
Nov 16 |
Computer Aided Translation
[Video] [Youtube] |
|
Nov 18 | No Class | |
Nov 30 | Project Presentations | |
Dec 02 | Project Presentations |
|
Dec 07 | Project Presentations | |
Dec 09 | Project Presentations |
|