| Date | Topic | Readings | Due | Lecture |
|---|---|---|---|---|
| 1/10 | Overview / FSAs | JM1&2.2 | L01 | |
| 1/12 | Morphology / FSTs | JM3 | L02 | |
| 1/17 | Syntax / Parsing | JM9 | L03 | |
| 1/19 | Syntax / Parsing | JM10 | L04 | |
| 1/24 | Language Models | JMv3v4 | L05 | |
| 1/26 | Naive Bayes | JMv3Ch6 | A1 | L06 |
| 1/31 | HMMs / Part-of-speech | JMv3Ch9 | Q1 | L07 |
| 2/02 | EM for POS | JMv3Ch9 | L08 | |
| 2/07 | PCFGs | JM12 | L09 | |
| 2/09 | PCFGs | JM12 | Proposal | L10 |
| 2/14 | Logistic Regression | JMv3Ch7 | L11 | |
| 2/16 | LR for Named Entity Rec. | JMv3Ch21.1 | L12 | |
| 2/21 | Coreference Resolution | notes | A2 | L13 |
| 2/23 | Machine Transl. / Review | JM21 | L14 | |
| 2/24 | -- | Q2 | ||
| 2/28 | Neural Nets | G6 | L15 | |
| 3/02 | Test 1 | |||
| 3/07 | Neural Nets | G6 | L16 | |
| 3/09 | Distributed Word Repr. | G6 | L17 | |
| 3/14 | Spring Break | |||
| 3/16 | Spring Break | |||
| 3/21 | Recurrent Neural Nets | G10 | A3 | L18 |
| 3/23 | RNNs for POS | G10 | L19 | |
| 3/28 | LSTM | Lipton | L20 | |
| 3/30 | LSTM / Translation | G10 | Proj Milestone | L21 |
| 4/04 | Recursive Neural Nets | G10 | L22 | |
| 4/06 | Convolutional Nets | G09 | Q3 | L23 |
| 4/11 | Project Tips | L24 | ||
| 4/13 | Language Gen. / Review | L25 | ||
| 4/18 | The Future | L26 | ||
| 4/20 | Test 2 | |||
| 4/25 | No Class | |||
| 4/27 | No Class | |||
| 4/28 | A4 & Report | |||
| 5/3 | presentation.pdf | |||
| 5/4 | Presentations 10:30-12:30 SB 113 |