diff --git a/CHANGELOG.md b/CHANGELOG.md
index 9936424681c0..fa50c6a13405 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -88,7 +88,8 @@ To release a new version, please update the changelog as followed:
 ([PR #316](https://github.com/NVIDIA/NeMo/pull/316)) - @VahidooX, @yzhang123, @ekmb
     - renaming of files and restructuring of folder in `nemo_nlp`
     - Updated licenses
-
+- Updated nemo's use of the logging library. from nemo import logging is now the reccomended way of using the nemo logger. neural_factory.logger and all other instances of logger are now deprecated and planned for removal in the next version. Please see PR 267 for complete change information.
+([PR #267](https://github.com/NVIDIA/NeMo/pull/267), [PR #283](https://github.com/NVIDIA/NeMo/pull/283), [PR #305](https://github.com/NVIDIA/NeMo/pull/305), [PR #311](https://github.com/NVIDIA/NeMo/pull/311)) - @blisc
 
 ### Dependencies Update
 - Added dependency on `wrapt` (the new version of the `deprecated` warning) - @tkornuta-nvidia, @DEKHTIARJonathan