03.04 - Dimensionality Reduction (23:09)

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From the course by University of Michigan
Introduction to Natural Language Processing
131 ratings
University of Michigan

Introduction to Natural Language Processing

131 ratings
From the lesson
Week Three: NLP Tasks and Text Similarity
Week Three will cover Vector Semantics, Text Similarity, and Dimensionality Reduction. I will also go through a long list of sample NLP tasks (e.g., Information Extraction, Text Summarization, and Semantic Role Labeling) and introduce each of them briefly.

Meet the Instructors

  • Dragomir R. Radev, Ph.D.
    Dragomir R. Radev, Ph.D.
    Professor of Information, School of Information, Professor of Electrical Engineering and Computer Science, College of Engineering, and Professor of Linguistics, College of Literature, Science, and the Arts
    College of Engineering, School of Information, School of Literature, Science and the Arts