diff --git a/src/calibre/gui2/actions/polish.py b/src/calibre/gui2/actions/polish.py
index 434abc8e6d..4e2e093f15 100644
--- a/src/calibre/gui2/actions/polish.py
+++ b/src/calibre/gui2/actions/polish.py
@@ -143,11 +143,17 @@ class Polish(QDialog): # {{{
         m = self.load_menu
         m.clear()
         self.__actions = []
+        a = self.__actions.append
         for name in sorted(saved):
-            self.__actions.append(m.addAction(name, partial(self.load_settings,
-                                                            name)))
+            a(m.addAction(name, partial(self.load_settings, name)))
+        m.addSeparator()
+        a(m.addAction(_('Remove saved settings'), self.clear_settings))
         self.load_button.setEnabled(bool(saved))
 
+    def clear_settings(self):
+        gprefs.set('polish_settings', {})
+        self.setup_load_button()
+
     def load_settings(self, name):
         saved = gprefs.get('polish_settings', {}).get(name, {})
         for action in self.all_actions: