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.
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