Can't parse Word files with no format set

When we were using Solr for indexing we came over this Tika bug.
While parsing a doc or docx file that contains text without any format set (format inside Microsoft Word) the parser will throw exceptions.
By setting a format to the text the file can be correctly parsed without unexpected errors.