The advantage of our method compared to offthe-shelf clustering techniques is two-fold: On the one hand, the clustering algorithm is free of any parameters, such as the number of clusters or a clustering threshold, that require fine-tuning.
the approach makes use of a termination criterion that very well represents the nature of the goal of our task, namely to align pairs of predicates across comparable texts.