--- a
+++ b/deidentify/tokenizer/tokenizer_en.py
@@ -0,0 +1,11 @@
+import spacy
+
+from deidentify.tokenizer import Tokenizer
+
+NLP = spacy.load('en_core_web_sm')
+
+
+class TokenizerEN(Tokenizer):
+
+    def parse_text(self, text: str) -> spacy.tokens.doc.Doc:
+        return NLP(text)