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## Is Normalization Actually Required?
We also quickly tested if the normalization of Romanian characters is actually neccessary and if there are other methods
-of dealing with the noise. SentencePiece supports a method called subword-regularization ((Kudo 2018)[]) that samples different
+of dealing with the noise. SentencePiece supports a method called subword-regularization ([Kudo 2018](https://arxiv.org/abs/1804.10959)) that samples different
subword splits at training time; ideally resulting in a more robust translation at inference time.
Here's the table: