Advanced Natural Language Processing
6.864 · Electrical Engineering and Computer Science · Graduate · Fall 2005
Prof. Michael Collins, Prof. Regina Barzilay
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 Appli…
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Prof. Michael Collins, Prof. Regina Barzilay. 6.864 Advanced Natural Language Processing. Fall 2005. Massachusetts Institute of Technology: MIT OpenCourseWare, https://ocw.mit.edu. License: CC BY-NC-SA 4.0.
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