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Improving Abstractive Multi-document Summarization with . . . Abstract Multi-Document Summarization (MDS) aims to generate a concise summary for a collection of documents on the same topic How-ever, the fixed input length and a large number of redundancies in source documents make the pre-trained models less effective in MDS In this paper, we propose a two-stage abstractive MDS model based