After considering the author response and discussing this submission, all reviewers recommend acceptance -- including two high ratings. The reviewers generally found the approach novel but were interested in how it applies outside of the VCR task to other question answering datasets. With the addition of the experiments from the rebuttal, this is a strong submission.