diff --git a/CHANGELOG.md b/CHANGELOG.md
index de259c2f46d..aaf1c2d633a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## Unreleased
 
+### Fixed
+
+- Fixed Broken link in `allennlp.fairness.fairness_metrics.Separation` docs
+
 
 ## [v2.5.0](https://github.com/allenai/allennlp/releases/tag/v2.5.0) - 2021-06-03
 
diff --git a/allennlp/fairness/fairness_metrics.py b/allennlp/fairness/fairness_metrics.py
index 752e486c527..60bb3f89256 100644
--- a/allennlp/fairness/fairness_metrics.py
+++ b/allennlp/fairness/fairness_metrics.py
@@ -196,7 +196,7 @@ def reset(self) -> None:
 @Metric.register("separation")
 class Separation(Metric):
     """
-    [Separation]((https://fairmlbook.org) (pg. 12) allows correlation between the
+    [Separation](https://fairmlbook.org) (pg. 12) allows correlation between the
     predictions and the protected variable to the extent that it is justified by
     the gold labels.