The authors agree that the paper addresses an important problem and provides really strong empirical results. There was some discussion regarding the novelty of the approach; given that this is a crowded area, the reviewers strongly encourage the authors to clarify and appropriately place the proposed ideas amongst the related work. Additionally, the reviewers ask the authors to ensure reproducibility of the work, and avoid the characterization of their work as "global explanations".