6.864 Advanced Natural Language Processing

Fall 2005

Language processing.
Language processing. (Image courtesy of the National Institutes of Health.)

Course Highlights

This course features complete lecture notes and a set of homework assignments.

Course Description

This course is a graduate introduction to natural language processing - the study of human language from a computational perspective. It covers syntactic, semantic and discourse processing models, emphasizing machine learning or corpus-based methods and algorithms. It also covers applications of these methods and models in syntactic parsing, information extraction, statistical machine translation, dialogue systems, and summarization. The subject qualifies as an Artificial Intelligence and Applications concentration subject.

Technical Requirements

Special software is required to use some of the files in this course: .gz, and .tar.

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Staff

Instructors:
Prof. Regina Barzilay
Prof. Michael Collins

Course Meeting Times

Lectures:
Two sessions / week
1.5 hours / session

Level

Graduate