In any case, it is really easy to remove double spacing between paragraphs and also double spacing between sentences in Microsoft Word. 1. Remove Double Spacing Between Paragraphs in Word Document. If you are dealing with a large document, you can single space the whole or part of the document by following the steps below. 1.