Have you set your permalink settings?
Dashboard > Settings > Permalinks:
Set to custom structure
If you just want the page slugs to show, you should enter /%postname%/ into the box (though it is frowned upon for performance reasons...you usually should start off with /%year%/ for example.)
Hope this is what you are looking for!