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    DMIR Research Group

    Machine Learning for Natural Language Processing

    This lecture provides an introduction to advanced topics in the area of Natural language processing, with a focus on Deep Learning-based methods.

    Some topics of the lecture are:

    Neural Networks

    • Introduction to Neural Networks, Backpropagation
    • Convolutional Neural Networks
    • Recurrent Neural Networks
    • Introduction to Tensorflow

    NLP Topics:

    • Word Embeddings
    • Sentiment Analysis
    • Parsing
    • Text Generation

    Organisatorisches

    • Vorlesung:
      Do, 12:15 - 13:45
      ÜR1 
      Erster Veranstaltungstag: 12.04.2018
    • Übung:
      Di, 10:15 - 11:45
      Informatik - Seminarraum II
      Mi, 12:15 - 13:45
      Informatik - Seminarraum I
      Erster Veranstaltungstag: 24.04.2018
    • WueCampus-Kurs: https://wuecampus2.uni-wuerzburg.de/moodle/course/view.php?id=27093
    • Anmeldung: Eine Anmeldung vor der ersten Vorlesung ist nicht nötig! Die genauen Einschreibemodalitäten werden in der ersten Vorlesungssitzung bekannt gegeben.
    • Prüfung: Kommt noch

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    Contact

    Andreas Hotho
    DMIR Research Group
    Am Hubland
    97074 Würzburg

    Phone: +49 931 31-86731
    Fax: +49 931 31-86732

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