Large-Scale Structure Prediction by Classification

Joseph Turian

Laboratoire LISA, DIRO

Le 17 janvier 2008 à 11 h 30

Salle 3195, Pavillon André-Aisenstadt


We present an approach to structure prediction based upon a reduction to binary classification. This binary classification task typically involves many examples and many features. We propose a learning method for these large-scale classification tasks that is simple, accurate, and efficient. We apply this approach large-scale structure prediction problems in NLP: parsing and machine translation.


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