|
|
|
Nov 21, 2024
|
|
2024-2025 Graduate Catalog
|
CSC 513 - Natural Language Processing
Credit Hours: 3
Lecture Hours: 3
Lab Hours: 0
The course provides a solid foundation in natural language processing. It covers the key concepts underlying NLP applications as well as the main NLP paradigms and techniques. Topics include regular expressions, unigrams, and n-grams; word embeddings; syntactic (phrase-structure) and dependency parsing; semantic role labeling; language modeling; sentiment, and applications of machine learning to language processing and generation. A background in linguistics and machine learning is provided in the course.
Prerequisite: CSC 510 - Machine Learning and Data Science
|
|
|
