Many lexicons were created in the era of paper books when it was necessary to encode their information in as compact a space as possible to make the books managable in size. Space is not an issue in this era of digital publishing. The Lexicon Reformatting Dataset provides annotations to these resources so that their content may be laid out in a way that is easier for humans to read and understand.