diff --git a/RELEASENOTE.md b/RELEASENOTE.md
index 4499590df01..e81be31624f 100644
--- a/RELEASENOTE.md
+++ b/RELEASENOTE.md
@@ -1,12 +1,16 @@
 Version Notes (Current Version: v2.54)
 =======================================
 
-v2.54(Pre-release)
+v2.54
 -----------
+1. Supporting setting `wkhtmltopdf.exe` path in config. Thanks @icnocop! (#4422)
+1. Add video Markdown extension syntax. (#5945)
+1. Bug fix:
+    1. Fix inaccurate error message when UIDs are duplicate. (#5898).
 
 v2.53.1
 -----------
-1. But fix:
+1. Bug fix:
     1. Downgrade error to warning for Markdown complex image.
 
 v2.53