diff --git a/CHANGELOG.md b/CHANGELOG.md
index 46d803fc6..e85e7b9f4 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -15,6 +15,12 @@ OpenNMT-tf follows [semantic versioning 2.0.0](https://semver.org/). The API cov
 
 ### Fixes and improvements
 
+## [2.27.1](https://github.com/OpenNMT/OpenNMT-tf/releases/tag/v2.27.1) (2022-06-02)
+
+### Fixes and improvements
+
+* Fix evaluation and scoring with language models
+
 ## [2.27.0](https://github.com/OpenNMT/OpenNMT-tf/releases/tag/v2.27.0) (2022-05-30)
 
 ### Changes
diff --git a/opennmt/version.py b/opennmt/version.py
index f6a4a8af7..cae770719 100644
--- a/opennmt/version.py
+++ b/opennmt/version.py
@@ -1,6 +1,6 @@
 """OpenNMT-tf version."""
 
-__version__ = "2.27.0"
+__version__ = "2.27.1"
 
 INCLUSIVE_MIN_TF_VERSION = "2.6.0"
 EXCLUSIVE_MAX_TF_VERSION = "2.10.0"