Advanced Natural Language Processing OpenCourseWare: Free Graduate Level Course by MIT on Natural Language Processing
'Advanced Natural Language Processing' is a free graduate-level OpenCourseWare offered by MIT that examines human language processing from a computational perspective. Graduate students interested in language processing and speech recognition technology should consider taking this course.
Advanced Natural Language Processing: Course Specifics
| Degree Level | Free | Audio | Video | Downloads |
|---|---|---|---|---|
| Graduate | Yes | No | No | Yes |
| Lectures/Notes | Study Materials | Tests/Quizzes |
|---|---|---|
| Yes | Yes | No |
Advanced Natural Language Processing: Course Description
This OpenCourseWare provides students with an overview of natural language processing topics. The course materials are focused on the algorithms and models that cover the syntactic, semantic and discourse methods of language processing. The course emphasizes machine-learning or corpus-based methods. Other course topics include dialogue systems, algorithms used for summarizing texts and statistical parsing techniques. In addition to technical topics, the course provides an introduction to grammar and discusses the difficulties of grammatically-correct natural language processing techniques. Professors Regina Barzilay and Michael Collins of MIT teach this lecture-based course.
The course materials include extensive lecture notes, links to additional resources and downloadable homework assignments. If you're interested in taking this free course, visit the advanced language processing course page.
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