Before revision:  We propose Marge , a Masked ROUGE Regression framework composed of a novel unified representation for summaries and queries, and a distantly supervised training task for answer evidence estimation.
After revision:  We propose Marge , a Masked ROUGE Regression framework for evidence estimation and ranking which relies on a unified representation for summaries and queries, and a distantly supervised training task for answer evidence estimation.