The results also show that the classifier using a polynomial kernel for each type outperformed the baseline method based on the state-of-the-art zero anaphora resolution method.
the direct subject sharing recognition using our classifiers has the potential to lead to a significant improvement in zero anaphora resolution, which we confirm through the experiments in Section 7.