Computational Linguistics.

Catalog description

An exploration of the theory, algorithms, and applications of natural language processing. Traditional approaches such as n-gram language models, information theory, and hidden Markov models, as well as modern approaches such as recurrent neural nets and large language models. Applications of computational linguistics such as part-of-speech tagging, authorship attribution, automatic translation, sentiment analysis, and text generation. Prerequisite: CSCI 345 .