diff --git a/CHANGELOG.md b/CHANGELOG.md
index ffa9a0e5d..4ad1d2d3e 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,7 +8,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## Unreleased
 ### Added
 - Add `**kwargs` argument description for models based on `LinearRegression`, `ElasticNet` and `CatBoostRegressor` ([#454](https://github.com/etna-team/etna/pull/454https://github.com/etna-team/etna/pull/454))  
-- 
+- Add possibility to load pretrained embedding models ([#461](https://github.com/etna-team/etna/pull/454https://github.com/etna-team/etna/pull/461))
 - 
 - 
 -