month- and year-based folders

I’m trying to change the document slug to remove the month and year based folders (as I have with my media uploads). I don’t seem to be able to do this.

Is it possible to remove them, so all the documents URL appears as /documents/example-document-title.txt?

http://wordpress.org/plugins/wp-document-revisions/