Lemming (which proves to be the strongest baseline) also consists of two log-linear components (a classifier for lemmatization and a sequence model for tagging), which are combined either using a pipeline (first tag, then lemmatize) or through joint inference.
we reduced the number of hidden units to 100 and the encoder and decoder embedding size to 300.