diff --git a/README.rst b/README.rst
index 60eb1241a..74e78a67c 100644
--- a/README.rst
+++ b/README.rst
@@ -31,16 +31,17 @@ open-source software, released under the MIT license.
 📖 Documentation
 =============
 
-+----------------------------------------------------------------+-----------------------------------------------------------------------+
-| `Usage Workflows <https://spacy.io/docs/usage/>`_              | How to use spaCy and its features.                                    |
-+----------------------------------------------------------------+-----------------------------------------------------------------------+
-| `API Reference <https://spacy.io/docs/api/>`_                  | The detailed reference for spaCy's API.                               |
-+----------------------------------------------------------------+-----------------------------------------------------------------------+
-| `Tutorials <https://spacy.io/docs/usage/tutorials>`_           | End-to-end examples, with code you can modify and run.                |
-+----------------------------------------------------------------+-----------------------------------------------------------------------+
-| `Showcase & Demos <https://spacy.io/docs/usage/showcase>`_     | Demos, libraries and products from the spaCy community.               |
-+----------------------------------------------------------------+-----------------------------------------------------------------------+
-
++--------------------------------------------------------------------------------+---------------------------------------------------------+
+| `Usage Workflows <https://spacy.io/docs/usage/>`_                              | How to use spaCy and its features.                      |
++--------------------------------------------------------------------------------+---------------------------------------------------------+
+| `API Reference <https://spacy.io/docs/api/>`_                                  | The detailed reference for spaCy's API.                 |
++--------------------------------------------------------------------------------+---------------------------------------------------------+
+| `Tutorials <https://spacy.io/docs/usage/tutorials>`_                           | End-to-end examples, with code you can modify and run.  |
++--------------------------------------------------------------------------------+---------------------------------------------------------+
+| `Showcase & Demos <https://spacy.io/docs/usage/showcase>`_                     | Demos, libraries and products from the spaCy community. |
++--------------------------------------------------------------------------------+---------------------------------------------------------+
+| `Contribute <https://github.com/explosion/spaCy/blob/master/CONTRIBUTING.md>`_ | How to contribute to the spaCy project and code base.   |
++--------------------------------------------------------------------------------+---------------------------------------------------------+
 
 💬 Where to ask questions
 ==========================