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Wilker Aziz
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    Wilker Aziz

    Wilker Aziz

    I am an assistant professor at the ILLC, University of Amsterdam. My main interests revolve around machine learning and natural language processing.

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    From Random Experiments to Natural Language Processing

    I am trying to organise my lecture notes in what looks like a book. It will sure be a while before I can share a single (coherent) pdf, so I’m sharing drafts of individual chapters here.

    • Appendix B - Probability Theory
    • Appendix C - Probabilistic graphical models
      • slides (directed case)
      • video (directed case)
    • Chapter 3 - Generative Models of Text Classification
    • Chapter 4 - Discriminative Models of Text Classification and Regression
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