diff --git a/spacy/en/attrs.pxd b/spacy/en/attrs.pxd
index 34f8e600b..a21784a20 100644
--- a/spacy/en/attrs.pxd
+++ b/spacy/en/attrs.pxd
@@ -10,6 +10,7 @@ from ..attrs cimport SUFFIX as _SUFFIX
 from ..attrs cimport LEMMA as _LEMMA
 from ..attrs cimport POS as _POS
 from ..attrs cimport TAG as _TAG
+from ..attrs cimport DEP as _DEP
 
 
 cpdef enum:
@@ -35,3 +36,4 @@ cpdef enum:
     LEMMA = _LEMMA
     POS = _POS
     TAG = _TAG
+    DEP = _DEP
diff --git a/spacy/tokens.pyx b/spacy/tokens.pyx
index e96e69faa..8747cab8a 100644
--- a/spacy/tokens.pyx
+++ b/spacy/tokens.pyx
@@ -9,7 +9,7 @@ from .vocab cimport EMPTY_LEXEME
 from .typedefs cimport attr_id_t, attr_t
 from .typedefs cimport LEMMA
 from .typedefs cimport ID, ORTH, NORM, LOWER, SHAPE, PREFIX, SUFFIX, LENGTH, CLUSTER
-from .typedefs cimport POS, LEMMA
+from .typedefs cimport POS, LEMMA, TAG, DEP
 from .parts_of_speech import UNIV_POS_NAMES
 from .lexeme cimport check_flag
 from .spans import Span
@@ -25,6 +25,7 @@ cimport cython
 from cpython.mem cimport PyMem_Malloc, PyMem_Free
 from libc.string cimport memcpy
 
+
 DEF PADDING = 5
 
 
@@ -40,6 +41,10 @@ cdef attr_t get_token_attr(const TokenC* token, attr_id_t feat_name) nogil:
         return token.lemma
     elif feat_name == POS:
         return token.pos
+    elif feat_name == TAG:
+        return token.tag
+    elif feat_name == DEP:
+        return token.dep
     else:
         return get_lex_attr(token.lex, feat_name)
 
diff --git a/spacy/typedefs.pxd b/spacy/typedefs.pxd
index 3c2ee234e..3eefab27d 100644
--- a/spacy/typedefs.pxd
+++ b/spacy/typedefs.pxd
@@ -81,6 +81,9 @@ cpdef enum attr_id_t:
     CLUSTER
     LEMMA
     POS
+    TAG
+    DEP
+    ENT