In this paper, we propose to leverage the structural information of both documents and multi-sentence summaries to improve the document summarization performance.
we import both structural-compression and structuralcoverage regularization into the summarization process in order to capture the information compression and information coverage properties, which are the two most important structural properties of document summarization.