<cite>Stab and Gurevych (2014b)</cite> used predicted label of argument components as features for both training and testing their argumentation structure identification model. 5 As their predicted labels are not available to us, we adapt this feature set by using the argument component model in (Nguyen and Litman, 2016) which was shown to outperform the corresponding model of Stab and Gurevych.