Nlp With Deep Learning

Host University

George Mason University

Semester

Fall 2024

Course Number

AIT 726 DL1

Credits

3

Discipline

Computer Engineering

Instructor

Liao, Duoduo (dliao2@gmu.edu)

Times and Days

Asynchronous

Course Information

This is an advanced course in natural language processing (NLP). It explores deep learning methods in NLP. Topics covered include feedforward neural nets as applied to NLP and deep networks for NLP applications. Class reviews language structure and studies context free grammars, dependency parsing, semantic role labeling along with applications such sentiment classification and information extraction. Offered by Info Sciences & Technology. May not be repeated for credit.

Prerequisites

Python programming. Statistics or probability. Machine learning.