diff --git a/README.rst b/README.rst
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--- a/README.rst
+++ b/README.rst
@@ -4,7 +4,7 @@ Metrics Reloaded
 
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-A Python implementaiton of `Metrics Reloaded <https://openreview.net/forum?id=24kBqy8rcB_>`__ - A new recommendation framework for biomedical image analysis validation.
+A Python implementation of `Metrics Reloaded <https://openreview.net/forum?id=24kBqy8rcB_>`__ - A new recommendation framework for biomedical image analysis validation.
 
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