diff --git a/Doc/whatsnew/3.7.rst b/Doc/whatsnew/3.7.rst
index 5bff3a4181a..80f73b6f37f 100644
--- a/Doc/whatsnew/3.7.rst
+++ b/Doc/whatsnew/3.7.rst
@@ -608,3 +608,24 @@ CPython bytecode changes
 
 * Added two new opcodes: :opcode:`LOAD_METHOD` and :opcode:`CALL_METHOD`.
   (Contributed by Yury Selivanov and INADA Naoki in :issue:`26110`.)
+
+
+Documentation
+=============
+
+.. _whatsnew37-pep545:
+
+PEP 545: Python Documentation Translations
+------------------------------------------
+
+:pep:`545` describes the process to translate Python documentation,
+and two translations have been added:
+
+- Japanese: https://docs.python.org/ja/ and associated github
+  repository: https://github.com/python/python-docs-ja
+
+- French: https://docs.python.org/fr/ and associated github
+  repository: https://github.com/python/python-docs-fr
+
+(Contributed by Julien Palard, Inada Naoki, and Victor Stinner in
+:issue:`issue26546`.)