Overall, the simple unsupervised methods proposed in this paper are comparable with the unsupervised and supervised state-of-the-art methods of<cite> Salehi and Cook (2013)</cite> and Salehi et al. (2014) , with ITAG achieving the highest F-score for the ENC dataset and for the verb components of the EVPC dataset.