diff --git a/doc/themes/scikit-learn/layout.html b/doc/themes/scikit-learn/layout.html
index b2c053f6eaf45..89c09d3180480 100644
--- a/doc/themes/scikit-learn/layout.html
+++ b/doc/themes/scikit-learn/layout.html
@@ -272,9 +272,9 @@ <h2>Machine Learning in Python</h2>
     {% endif %}
 
     {%- if pagename != "install" %}
-      <p class="doc-version">This documentation is for {{project}} <strong>version {{ release|e }}</strong> &mdash; <a href="http://scikit-learn.org/stable/support.html#documentation-resources">Other versions</a></p>
+      <p class="doc-version">This documentation is for {{project}} <b style="font-size: 110%;">version {{ release|e }}</b> &mdash; <a href="http://scikit-learn.org/stable/support.html#documentation-resources">Other versions</a></p>
     {%- endif %}
-    <p class="citing">If you use the software, please consider <a href="{{pathto('about')}}#citing-scikit-learn">citing scikit-learn</a>.</p>
+    <p class="citing">Please <b><a href="about.html#citing-scikit-learn" style="font-size: 110%;">cite us </a></b>if you use the software.</p>
     {{ toc }}
     </div>
 </div>