In this hands-on course, we study natural language processing (NLP), the subfield of artificial intelligence focused on analyzing, producing, and understanding human language. Using models and algorithms from formal language theory, statistics, and machine learning, we will explore methods for gaining insight into the structure and meaning of text. We will apply these methods to tasks such as information extraction, sentiment analysis, and machine translation. Students will work in teams to collect data and to implement their own NLP applications.
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