Prior argumentative relation mining studies have often used features extracted from argument components to model different aspects of the relations between the components, e.g., relative distance, word pairs, semantic similarity, textual entailment (Cabrio and Villata, 2012;<cite> Stab and Gurevych, 2014b</cite>; Boltužić andŠnajder, 2014; Peldszus and Stede, 2015b) .