diff --git "a/en/valid_vocab_en.txt" "b/en/valid_vocab_en.txt"
new file mode 100644--- /dev/null
+++ "b/en/valid_vocab_en.txt"
@@ -0,0 +1,20107 @@
+with|
+that|
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+were|
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