diff --git a/docs/pages/release_notes.md b/docs/pages/release_notes.md
index 4e81b4e6af..953a3a05e1 100644
--- a/docs/pages/release_notes.md
+++ b/docs/pages/release_notes.md
@@ -25,6 +25,8 @@ This is a {{ site.pmd.release_type }} release.
 *   java-bestpractices
     *   [#3209](https://github.com/pmd/pmd/issues/3209): \[java] UnusedPrivateMethod false positive with static method and cast expression
     *   [#3468](https://github.com/pmd/pmd/issues/3468): \[java] UnusedPrivateMethod false positive when outer class calls private static method on inner class
+*   java-errorprone
+    *   [#3686](https://github.com/pmd/pmd/issues/3686): \[java] ReturnEmptyCollectionRatherThanNull - false negative with conditioned returns
 *   java-performance
     *   [#3492](https://github.com/pmd/pmd/issues/3492): \[java] UselessStringValueOf: False positive when there is no initial String to append to
 
@@ -36,6 +38,7 @@ This is a {{ site.pmd.release_type }} release.
 *   [#3683](https://github.com/pmd/pmd/pull/3683): \[java] Fixed 3468 UnusedPrivateMethod false positive when outer class calls private static method on inner class - [John Armgardt](https://github.com/johnra2)
 *   [#3688](https://github.com/pmd/pmd/pull/3688): \[java] Bump log4j to 2.16.0 - [Sergey Nuyanzin](https://github.com/snuyanzin)
 *   [#3693](https://github.com/pmd/pmd/pull/3693): \[apex] ApexDoc: Add reportProperty property - [Steve Babula](https://github.com/babula)
+*   [#3704](https://github.com/pmd/pmd/pull/3704): \[java] Fix for #3686 - Fix ReturnEmptyCollectionRatherThanNull - [Oleksii Dykov](https://github.com/dykov)
 *   [#3713](https://github.com/pmd/pmd/pull/3713): \[java] Enhance UnnecessaryModifier to support records - [Vincent Galloy](https://github.com/vgalloy)
 *   [#3719](https://github.com/pmd/pmd/pull/3719): \[java] Upgrade log4j to 2.17.1 - [Daniel Paul Searles](https://github.com/squaresurf)