diff --git a/doc/BUGS b/doc/BUGS
index 663d4adc9..d3a95ebaa 100644
--- a/doc/BUGS
+++ b/doc/BUGS
@@ -54,8 +54,6 @@ Bugs
 
 - restart sometimes abort()s on QApplication __init__ (V155)
 
-- Super key shows up as ៀ\udc53  in logs
-
 - Funky font rendering with tewi:
   http://a.pomf.se/ecgzlx.png
 
diff --git a/qutebrowser/keyinput/basekeyparser.py b/qutebrowser/keyinput/basekeyparser.py
index 5fe6dcf1e..230910e35 100644
--- a/qutebrowser/keyinput/basekeyparser.py
+++ b/qutebrowser/keyinput/basekeyparser.py
@@ -141,7 +141,10 @@ class BaseKeyParser(QObject):
             Qt.MetaModifier: 'Meta',
             Qt.ShiftModifier: 'Shift'
         }
-        if e.key() in (Qt.Key_Control, Qt.Key_Alt, Qt.Key_Shift, Qt.Key_Meta):
+        modifiers = (Qt.Key_Control, Qt.Key_Alt, Qt.Key_Shift, Qt.Key_Meta,
+                     Qt.Key_AltGr, Qt.Key_Super_L, Qt.Key_Super_R,
+                     Qt.Key_Hyper_L, Qt.Key_Hyper_R)
+        if e.key() in modifiers:
             # Only modifier pressed
             return False
         mod = e.modifiers()