252-3005-00L  Introduction to Natural Language Processing

Semester Spring Semester 2016
Lecturers T. Hofmann, M. Ciaramita
Periodicity yearly course
Language of instruction English


Abstract This course presents an introduction to general topics and techniques used in natural language processing today, primarily focusing on statistical approaches. The course provides an overview of the primary areas of research in language processing as well as a detailed exploration of the models and techniques used both in research and in commercial natural language systems.
Objective The objective of the course is to learn the basic concepts in the statistical processing of natural languages. The course will be project-oriented so that the students can also gain hands-on experience with state-of-the-art tools and techniques.
Content This course presents an introduction to general topics and techniques used in natural language processing today, primarily focusing on statistical approaches. The course provides an overview of the primary areas of research in language processing as well as a detailed exploration of the models and techniques used both in research and in commercial natural language systems.
Literature Lectures will be presented from the Jurafsky and Martin text accompanied by related technical papers where necessary.