Before revision:  Through automatic metrics and human evaluation, we show that our method improves over strong baselines, while being much more sample efficient .
After revision:  Through automatic metrics and human evaluation, we show that our method improves over strong baselines, is robust to out-of-domain inputs and shows improved sample efficiency .