CMSC 516: Adv Natural Lang Processing

Upon successful completion of this course, the student will be able to understand recent advances in natural language processing and apply NLP algorithms and techniques for processing unstructured text. Word-level, syntactic and semantic processing will be considered. Specific topics include rule-based and statistical methods for creating computer programs that analyze, generate and understand human language. Regular expressions and automata, context-free grammars, probabilistic classifiers and machine learning. Applications to real-world problems such as spell-checking, Web search, automatic question answering, authorship identification and developing conversational interfaces.

Total Credit Hours: 3
Fall 2019
graduate students in computer science or related discipline, or acceptance into five-year accelerated program in comp sci
Bridget A Thomson-McInnes
Instructor Email:

Weekly Live Sessions

Mon Tue Wed Thu Fri Sat
2:00 PM - 3:15 PM 2:00 PM - 3:15 PM

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Questions? Contact the VCU CGEP Director:

Dr. Gregory Triplett   •   Ph: (804) 828-5387   •