If this is Word 2007 (as is likely), clear the check box for "Gridlines" on
the View tab (these are not the same as table gridlines, which are on the
contextual Table Tools | Layout tab).
In earlier versions, display the Drawing toolbar, choose Draw | Grid, and
clear the check box for "Show gridlines on screen."