diff --git a/README.md b/README.md
index 2f29a420d9f52c7dedb2c671b05053c2c2337e56..66b504c997e1ee32d8605894dc22cdb69e1c29f7 100644
--- a/README.md
+++ b/README.md
@@ -20,6 +20,8 @@ The TensorFlow Model Garden is a repository with a number of different implement
 
 ## Contributions
 
+[![help wanted:paper code](https://img.shields.io/github/issues/tensorflow/models/help%20wanted%3Apaper%20code)](https://github.com/tensorflow/models/labels/help%20wanted%3Apaper%20code)
+
 If you want to contribute, please review the [contribution guidelines](../../wiki/How-to-contribute).
 
 ## License