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RasaHQ · Aug 15, 2019 · 86051f2 · 86051f2
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diff --git a/docs/nlu/choosing-a-pipeline.rst b/docs/nlu/choosing-a-pipeline.rst
@@ -256,8 +256,8 @@ To use the ``pretrained_embeddings_spacy`` template:
 .. literalinclude:: ../../sample_configs/config_pretrained_embeddings_spacy.yml
     :language: yaml
 
-See :ref:`pretrained-word-vectors` for supported values for ``language`` and instructions
-on how to link your own. To use the components and configure them separately:
+See :ref:`pretrained-word-vectors` for more information about loading spacy language models.
+To use the components and configure them separately:
 
 .. code-block:: yaml
 

diff --git a/docs/nlu/language-support.rst b/docs/nlu/language-support.rst
@@ -58,7 +58,7 @@ spaCy
 ~~~~~
 
 With the ``pretrained_embeddings_spacy`` :ref:`pipeline <section_pretrained_embeddings_spacy_pipeline>`, you can use spaCy's
-`pre-trained language models <https://spacy.io/docs/usage/adding-languages>`_ or load fastText vectors, which are available
+`pre-trained language models <https://spacy.io/usage/models#languages>`_ or load fastText vectors, which are available
 for `hundreds of languages <https://github.com/facebookresearch/fastText/blob/master/docs/crawl-vectors.md>`_. If you want
 to incorporate a custom model you've found into spaCy, check out their page on
 `adding languages <https://spacy.io/docs/usage/adding-languages>`_. As described in the documentation, you need to