Though the PSL inference does not need supervision and the SVM classifier for agents and themes in Section 4.4 is trained on a separate corpus, we still have to train the eTarget SVM classifier to assign local scores as described in Section 4.2.
the experiments are carried out using 5-fold cross validation.