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Dec 17, 2024
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APLN 000/5124 - Introduction to Computational Linguistics (3 cr.)
Prerequisites
APLN 5021
Description
An introduction to the fundamental concepts of computational linguistics, which is an interdisciplinary field at the nexus of linguistics and computer science. Topics include: publicly available language processing tools and resources, finite state automata, probability theory and frequency distributions, classification, clustering, and semi-supervised machine learning. Hands-on experience with using and developing regular expressions, morphological analyzers, part-of-speech taggers, syntactic parsers, and semantic interpreters.
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