diff --git a/README.rst b/README.rst
index 8a97d6de2..286686e02 100644
--- a/README.rst
+++ b/README.rst
@@ -7,7 +7,7 @@ the very latest research, but it isn't researchware. It was designed from day 1
to be used in real products. It's commercial open-source software, released under
the MIT license.
-💫 **Version 1.0 out now!** `Read the release notes here. `_
+💫 **Version 1.1 out now!** `Read the release notes here. `_
.. image:: http://i.imgur.com/wFvLZyJ.png
:target: https://travis-ci.org/explosion/spaCy
@@ -218,8 +218,25 @@ For the detailed documentation, check out the `spaCy website `_: *Support for deep learning workflows and entity-aware rule matcher*
-----------------------------------------------------------------------------------------------------------------------------------------
+2016-10-23 `v1.1.0 `_: *Bug fixes and adjustments*
+-----------------------------------------------------------------------------------------------
+
+* Rename new ``pipeline`` keyword argument of ``spacy.load()`` to ``create_pipeline``.
+* Rename new ``vectors`` keyword argument of ``spacy.load()`` to ``add_vectors``.
+
+**🔴 Bug fixes**
+
+* Fix issue `#544 `_: Add ``vocab.resize_vectors()`` method, to support changing to vectors of different dimensionality.
+* Fix issue `#536 `_: Default probability was incorrect for OOV words.
+* Fix issue `#539 `_: Unspecified encoding when opening some JSON files.
+* Fix issue `#541 `_: GloVe vectors were being loaded incorrectly.
+* Fix issue `#522 `_: Similarities and vector norms were calculated incorrectly.
+* Fix issue `#461 `_: ``ent_iob`` attribute was incorrect after setting entities via ``doc.ents``
+* Fix issue `#459 `_: Deserialiser failed on empty doc
+* Fix issue `#514 `_: Serialization failed after adding a new entity label.
+
+2016-10-18 `v1.0.0 `_: *Support for deep learning workflows and entity-aware rule matcher*
+--------------------------------------------------------------------------------------------------------------------------------------------------
**✨ Major features and improvements**