diff --git a/spacy/strings.pyx b/spacy/strings.pyx
index a4a470158..2208d3bdf 100644
--- a/spacy/strings.pyx
+++ b/spacy/strings.pyx
@@ -69,12 +69,15 @@ cdef Utf8Str _allocate(Pool mem, const unsigned char* chars, int length) except
 
 cdef class StringStore:
     '''Map strings to and from integer IDs.'''
-    def __init__(self):
+    def __init__(self, strings=None):
         self.mem = Pool()
         self._map = PreshMap()
         self._resize_at = 10000
         self.c = <Utf8Str*>self.mem.alloc(self._resize_at, sizeof(Utf8Str))
         self.size = 1
+        if strings is not None:
+            for string in strings:
+                _ = self[string]
 
     property size:
         def __get__(self):
@@ -113,6 +116,14 @@ cdef class StringStore:
         for i in range(self.size):
             yield self[i]
 
+    def __reduce__(self):
+        strings = [""]
+        for i in range(1, self.size):
+            string = &self.c[i]
+            py_string = _decode(string)
+            strings.append(py_string)
+        return (StringStore, (strings,), None, None, None)
+
     cdef const Utf8Str* intern(self, unsigned char* chars, int length) except NULL:
         # 0 means missing, but we don't bother offsetting the index.
         key = hash64(chars, length * sizeof(char), 0)
diff --git a/tests/vocab/test_intern.py b/tests/vocab/test_intern.py
index 6e007c645..256706c6f 100644
--- a/tests/vocab/test_intern.py
+++ b/tests/vocab/test_intern.py
@@ -1,5 +1,7 @@
 # -*- coding: utf8 -*-
 from __future__ import unicode_literals
+import pickle
+import StringIO
 
 from spacy.strings import StringStore
 
@@ -76,3 +78,18 @@ def test_massive_strings(sstore):
     s513 = '1' * 513
     orth = sstore[s513]
     assert sstore[orth] == s513
+
+
+def test_pickle_string_store(sstore):
+    hello_id = sstore[u'Hi']
+    string_file = StringIO.StringIO()
+    pickle.dump(sstore, string_file)
+
+    string_file.seek(0)
+    
+    loaded = pickle.load(string_file)
+
+    assert loaded[hello_id] == u'Hi'
+
+
+