Edit Menus won't load

The “edit menus” feature under Appearance won’t load. I am using Google Chrome. When I select “edit menus” the page starts to load but never finishes. The little circle in the tab keeps spinning. Eventually I’ll get a pop-up message asking me if I wan’t to wait or to kill the page. What’s going on and how do I fix it?