diff --git a/spacy/pos_util.py b/spacy/pos_util.py
index f8aa8edb7..667f2d9ac 100644
--- a/spacy/pos_util.py
+++ b/spacy/pos_util.py
@@ -136,6 +136,31 @@ WH	X
 WP	PRON
 WP$	PRON
 WRB	ADV
+!	PRT
+#	X
+$	NUM
+&	CONJ
+,	.
+@	X
+A	ADJ
+D	DET
+E	X
+G	X
+L	PRT
+M	PRT
+N	NOUN
+O	PRON
+P	ADP
+R	ADV
+S	NOUN
+T	PRT
+U	X
+V	VERB
+X	PRT
+Y	PRT
+Z	NOUN
+^	NOUN
+~	X
 ``	.""".strip().split('\n'))
     return mapping[tag]