Natural Language Processing. (3-0) 3 Credit Hours

Catalog description

Prerequisite: CS 6243 or consent of the instructor. This course will explore various algorithms, topics, and applications related to natural language processing. The topics such as N-gram language models, Sentiment Classification, Vector Semantics, Embedding, Sequence Labeling, Parsing, and Coreference Resolution will be explored. Moreover, this course will cover a range of NLP applications such as Automatic Speech recognition and Text-to-Speech, Chatbots and Dialogue Systems, Question Answering, Machine Translation, Recommender Systems, etc. This course will also cover how the blending of statistical techniques and neural networks continues to provide performance gain for NLP tasks. This course has Differential Tuition. Course Fees: GA02 $90; IUCA $45.