diff --git a/docs/filtering.rst b/docs/filtering.rst
index 934bad6fb..16002c2a7 100644
--- a/docs/filtering.rst
+++ b/docs/filtering.rst
@@ -2,8 +2,8 @@ Filtering
=========
Graphene integrates with
-`django-filter `__ to provide filtering of results.
-See the `usage documentation `__
+`django-filter `__ to provide filtering of results.
+See the `usage documentation `__
for details on the format for ``filter_fields``.
This filtering is automatically available when implementing a ``relay.Node``.
@@ -34,7 +34,7 @@ Filterable fields
The ``filter_fields`` parameter is used to specify the fields which can
be filtered upon. The value specified here is passed directly to
``django-filter``, so see the `filtering
-documentation `__
+documentation `__
for full details on the range of options available.
For example:
@@ -192,7 +192,7 @@ in unison with the ``filter_fields`` parameter:
all_animals = DjangoFilterConnectionField(AnimalNode)
-The context argument is passed on as the `request argument `__
+The context argument is passed on as the `request argument `__
in a ``django_filters.FilterSet`` instance. You can use this to customize your
filters to be context-dependent. We could modify the ``AnimalFilter`` above to
pre-filter animals owned by the authenticated user (set in ``context.user``).