diff --git a/plugins/wordcompletion/wordcompletion.plugin b/plugins/wordcompletion/wordcompletion.plugin
index 446c3ff..7a2db9f 100644
--- a/plugins/wordcompletion/wordcompletion.plugin
+++ b/plugins/wordcompletion/wordcompletion.plugin
@@ -2,8 +2,8 @@
 Module=wordcompletion
 IAge=3
 Name=Word Completion
-Description=Word completion using the completion framework
+Description=Predicts the rest of the word after a few characters have been typed.
 Authors=Jesse van den Kieboom <jesse@gnome.org>\nIgnacio Casal Quinteiro <icq@gnome.org>\nMickael Albertus <mickael.albertus@gmail.com>
 Copyright=Copyright © 2017 Mickael Albertus\n2009 Jesse van den Kieboom
-Website=http://www.mate-desktop.org
+Website=https://github.com/linuxmint/xed
 Version=@VERSION@
diff --git a/plugins/wordcompletion/wordcompletion.plugin.desktop.in b/plugins/wordcompletion/wordcompletion.plugin.desktop.in
index ee967b4..ac550fb 100644
--- a/plugins/wordcompletion/wordcompletion.plugin.desktop.in
+++ b/plugins/wordcompletion/wordcompletion.plugin.desktop.in
@@ -2,8 +2,8 @@
 Module=wordcompletion
 IAge=3
 _Name=Word Completion
-_Description=Word completion using the completion framework
+_Description=Predicts the rest of the word after a few characters have been typed.
 Authors=Jesse van den Kieboom <jesse@gnome.org>\nIgnacio Casal Quinteiro <icq@gnome.org>\nMickael Albertus <mickael.albertus@gmail.com>
 Copyright=Copyright © 2017 Mickael Albertus\n2009 Jesse van den Kieboom
-Website=http://www.mate-desktop.org
+Website=https://github.com/linuxmint/xed
 Version=@VERSION@
diff --git a/plugins/wordcompletion/xed-wordcompletion-configure.ui b/plugins/wordcompletion/xed-wordcompletion-configure.ui
index 5d206c7..4063a40 100644
--- a/plugins/wordcompletion/xed-wordcompletion-configure.ui
+++ b/plugins/wordcompletion/xed-wordcompletion-configure.ui
@@ -11,7 +11,7 @@
   </object>
   <object class="GtkDialog" id="configure_dialog">
     <property name="can_focus">False</property>
-    <property name="title" translatable="yes">Auto-completion</property>
+    <property name="title" translatable="yes">Word Completion</property>
     <property name="resizable">False</property>
     <property name="type_hint">normal</property>
     <child internal-child="vbox">
@@ -61,11 +61,9 @@
                 <property name="visible">True</property>
                 <property name="can_focus">False</property>
                 <property name="ypad">6</property>
-                <property name="label" translatable="yes">Check if you want to enable automatic completion. 
-In any case, you can use the tool on &lt;Ctrl&gt;+&lt;Space&gt;</property>
+                <property name="label" translatable="yes">Use Ctrl+Space to manually trigger word completion.</property>
                 <attributes>
                   <attribute name="style" value="italic"/>
-                  <attribute name="weight" value="semibold"/>
                 </attributes>
               </object>
               <packing>