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Statistical Machine Translation

Course Code: CSE 6015

Course Type: n/a

Credit: 3.00

Credit Hour: 3.00

Prerequisite: n/a

Introduction: Statistical versus structured natural language processing (NLP), basic statistics and statistical model, linguistics essentials, corpus-based NLP; Models and techniques: Collocations, statistical Inference, word sense disambiguation, lexical acquisition, Markov models; Grammar: Part-of-speech tagging, probabilistic context free grammars, probabilistic parsing; Applications and techniques: Statistical alignment, clustering, information retrieval, text categorization.