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University of Illinois Urbana-Champaign
University of Illinois at Urbana-Champaign
The Grainger College of Engineering
Electrical & Computer Engineering

CS 546 - Machine Learning in NLP

Spring 2020

TitleRubricSectionCRNTypeHoursTimesDaysLocationInstructor
Machine Learning in NLPCS546S48178LEC41530 - 1645 W F  1310 Digital Computer Laboratory Julia Constanze Hockenmaier

Official Description

Central learning frameworks and techniques that have emerged in the field of natural language processing and found applications in several areas in text and speech processing: from information retrieval and extraction, through speech recognition to syntax, semantics and language understanding related tasks. Examination of the theoretical paradigms -- learning theoretic, probabilistic, and information theoretic -- and the relations among them, as well as the main algorithmic techniques developed within each paradigm and in key natural language applications. Course Information: Prerequisite: CS 446 and CS 473.

Subject Area

Robotics, Vision, and Artificial Intelligence