External resources
From LS2
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Contents |
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Websites
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Books
- Chris Manning and Hinrich Schütze's Foundations of Statistical NLP (the textbook is online)
- David MacKay's Information Theory, Inference, and Learning Algorithms (the textbook is online)
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Courses
- Michael Collins' course at MIT, Fall 2003: Machine Learning Approaches for NLP
- Jason Eisner's course at Johns Hopkins, Fall 2004: NLP
- Fernando Pereira's course at Penn, Spring 2005: Machine Learning Models and Algorithms for Structured Data
- Mark Johnson's course at Brown, Spring 2006: Intro to CL
- Brian Roark's course at Oregon Graduate Institute, Spring 2006: NLP
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