University of Washington, Department of Linguistics
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Surveys tools, frameworks, and skills needed to apply natural language processing methods to applications in the humanities and social sciences, with a focus on the analysis of large digital text corpora, including social media, literature, and historical documents. Topics will include data collection, text processing and machine learning techniques, data visualization, and ethical considerations.
LING 571 completed or concurrent