Ah, got it. I will do that, but it is also a bit interesting that even though the recipe is partially based off a RegexMatcher entity and is supposed affect/dictate tokenization, it is not having the desired effect. I did go through the Tokenization scheme for Spacy and was under the impression that was how it worked. I am working on the static model now and will keep you posted. Thanks a ton for the amazing help @ines.
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