I'm not sure this would work for you (I use Word 2003), but on the
Standard Tool bar there's a "Show/Hide" button that you can click to
either see the non-printing paragraph/tab symbols, or choose not to see
them.
The Show/Hide icon is symbol that looks just like the paragraph symbol.