diff --git a/docs/source/reference/loading.rst b/docs/source/reference/loading.rst
index 6d49d4a57..83f3aaf5f 100644
--- a/docs/source/reference/loading.rst
+++ b/docs/source/reference/loading.rst
@@ -43,12 +43,12 @@ In more detail:
   the vocabulary).
 
 :code:`Tokenizer`
-  :code:`(Vocab vocab, unicode data_dir)(unicode) --> Tokens`
+  :code:`(Vocab vocab, unicode data_dir)(unicode) --> Doc`
   
   A class/function that creates the tokenizer.
 
 :code:`Tagger` / :code:`Parser` / :code:`Entity`
-  :code:`(Vocab vocab, unicode data_dir)(Tokens) --> None`
+  :code:`(Vocab vocab, unicode data_dir)(Doc) --> None`
   
   A class/function that creates the part-of-speech tagger /
   syntactic dependency parser / named entity recogniser.
diff --git a/docs/source/reference/processing.rst b/docs/source/reference/processing.rst
index d46b878b1..5b53c26d6 100644
--- a/docs/source/reference/processing.rst
+++ b/docs/source/reference/processing.rst
@@ -9,7 +9,7 @@ Applying a pipeline
 -------------------
 
 
-.. py:method:: English.__call__(text, tag=True, parse=True, entity=True) --> Tokens
+.. py:method:: English.__call__(text, tag=True, parse=True, entity=True) --> Doc
 
 
 text (unicode)