The information overlap between the documents from the same topic makes the multi-document summarization more challenging than the task of summarizing single documents.
in case of multi-document summarization where source documents usually contain similar information, the extractive methods would produce redundant summary or biased towards specific source document (Nayeem and Chali, 2017a).