As a result, we apply active learning (Cohn et al., 1994) to identify the ambiguous reviews.
we train a discriminative classifier using the support vector machine (SVM) learning algorithm (Joachims, 1999) on the set of unambiguous reviews, and then apply the resulting classifier to all the reviews in the training folds 4 that are not seeds.