I found the excellent [Node buttons edit][1] module for this and it works really our of the box using admin. Here is an excerpt about it from the module's project page:

 > This is a simple little module that allows one to change the text on the 'Save', 'Preview' and 'Delete' buttons on a node form.

  [1]: https://www.drupal.org/project/node_buttons_edit