Preprocessing

[bartvm]

For our models so far we've always done minimal amounts of preprocessing (anything OOV is mapped to UNK, that's about it). Preprocessing could help (and perhaps more so than with SMT, considering we have bigger issues with rare words), and Henry mentioned gaining 3 BLEU points by playing around with preprocessing, making it worthwhile to consider making this part of our pipeline.