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Multilingual Europe Technology Alliance

Machine Learning Tutorial

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The Machine Learning tutorial is the first of our joint workshops with members of the machine learning community and has been run by Grzegorz Chrupala (University of Saarbrucken) and Nicolas Stroppa (Google Zurich).

Tutorial Contents:

  • Machine Learning for NLP (PDF)
  • Linear models for classification (PDF)
  • Sequence Labeling (PDF)
  • Conditional Random (PDF)
  • KNN, Kernels, Margins (PDF)
  • Theoretical and Practical Matters (PDF)