For MTAG, we evaluate on the multilingual morphological annotations provided by the Universal Dependencies project (Nivre et al., 2016) and adopt the experimental protocol of Cotterell and Heigold (2017).
we cast MTAG as a sequence labeling task by treating the concatenation of all key-value pairs for a given word as the word's label.