Institute of Computer Science
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  2. 2021/22 spring
  3. Natural Language Processing (LTAT.01.001)
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Natural Language Processing 2021/22 spring

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Lectures

  • 08.02.2022: Introduction to NLP. Basic concepts related to textual data. Preprocessing and normalization.
    • slides
  • 15.02.2022: Text representations and simple text classification.
    • slides
  • 22.02.2022: Word embeddings
    • slides
  • 01.03.2022: Text representation with CNNs
    • slides
  • 08.03.2022: Parsing pipeline
    • slides
  • 15.03.2022: Note - no lecture on this week!
  • 22.03.2022: Language modeling
    • slides
  • 29.03.2022: Text representation with RNNs
    • slides
  • 05.04.2022: Seq2seq modeling, attention mechanism
    • slides
  • 12.04.2022: Transformers
    • slides
  • 19.04.2022: Question answering
    • slides
  • 26.04.2022: Text generation
    • slides
  • 03.05.2022: Speech synthesis: Liisa Rätsep
    • slides
  • 10.05.2022: Dialogue systems: Hele-Andra Kuulmets
    • slides
  • 17.05.2022: Guest lecture by Aleksander Tkatšenko, Snackable
    • slides
  • Institute of Computer Science
  • Faculty of Science and Technology
  • University of Tartu
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