Natural Language Processing

3 Credits

Overview of modern natural language processing techniques: text normalization, language model, part-of-speech tagging, hidden Markov model, syntactic and dependency parsing, semantics, word sense, reference resolution, dialog agent, machine translation. Design, implementation and evaluation of classic NLP algorithms. Credit will not be given for both CSE 325 and CSE 425 . Prerequisites: ( MATH 231 or ECO 045 or ISE 121 ) and CSE 017 and ( MATH 205 or MATH 241 or MATH 242 ) and ( CSE 160 or CSE 326 or CSE 327 or MATH 365 or ECE 414 or ISE 364 or ISE 365 or ISE 367) Attribute/Distribution: Q