6.864 | Fall 2005 | Graduate
Advanced Natural Language Processing
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 …
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.
Learning Resource Types
notes Lecture Notes
assignment Problem Sets
Graphic illustrating a brain processing language.
Language processing. (Image courtesy of the National Institutes of Health. Used with permission.)