Table of ContentsIntroduction to Natural Language Processing (600.465) Statistical Machine Translation The Main Idea The Necessities The Language Model The Translation Models The Alignment Alignment Mapping Elements of Translation Model(s) Decomposition Decomposition and the Generative Model Approximations Model 1 Models 2-5 The Search Procedure Analysis - Translation - Generation (ATG) Training vs. Test with ATG Analysis: Tagging and Morphology Word Sense Disambiguation, Word Chunking Generation |
Author: Jan Hajic
Email: hajic@cs.jhu.edu Home Page: http://www.cs.jhu.edu/~hajic/courses/cs465/syllabus.html |