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| Date | Topic | References |
| 9/4 | Introduction and Overview
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| 9/15 |
Language Models
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| 9/17 |
Language Models (Cont.)
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| 9/22 |
Sampling
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| 9/24 |
Language Models (Cont.) and estimation
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| 9/29 | Morphology
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| 10/1 | Morphology
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| 10/6 | Syntax: PCFGs
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| 10/8 | Syntax: Parsing
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| 10/15 | Midterm with Solutions
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| 10/20 | Log-linear Models
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| 10/22 | Log-linear Models (cont.)
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| 10/27 | Tagging
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| 10/29 | No class, project meetings
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| 11/3 | EM |
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| 11/5 | EM part 2 |
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| 11/10 | EM part 3 | |
| 11/12 | HMMs |
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