Before revision:  We demonstrate that by taking advantage of external references our approach can produce more informative and interesting text in both prose and dialogue generation.
After revision:  We demonstrate that both generator and retriever can take advantage of this joint training and work synergistically to produce more informative and interesting text in both prose and dialogue generation.