¡ Owing to the large set of features that are used for predicate identification and argument extraction, we estimate the probabilities using a classification model.
we use the Adaboost classifier (Freund and Schapire, 1996) wherein a highly accurate classifier is build by combining many "weak" or "simple" base classifiers 0 % , each of which may only be moderately accurate.