diff --git a/build/format_release_notes.pl b/build/format_release_notes.pl
index 939f8f8eb5..74738514fb 100755
--- a/build/format_release_notes.pl
+++ b/build/format_release_notes.pl
@@ -7,4 +7,6 @@
local $/;
my $html = markdown( scalar <> );
$html =~ s!issue \#(\d+)!issue #$1!g;
+$html =~ s!pull ( request)?\#(\d+)!issue #$2!g;
+$html =~ s!(\W)\@(\w+)!$1\@$2!g;
print $html;
diff --git a/release-notes.txt b/release-notes.txt
index 263993728a..f25f1a4247 100644
--- a/release-notes.txt
+++ b/release-notes.txt
@@ -113,10 +113,6 @@
* Improved documentation of the `CategoryURL` plugin. (pull #985, @enuggetry)
- * Re-enabled and improved documentation and configurability of the gradient colors in the
- `NeatCanvasFeatures` plugin. (issue #982, pull #985, @enuggetry)
-
-
# Release 1.12.3 2017-05-02 19:20:01 America/Los_Angeles
## Minor improvements