's model also employs dependency parsing but their model separately predicts the target translation sequence and parsing action sequence which maps to translation.
our proposed model's decoder directly predicts the linearized dependency tree itself in a single neural network in Depth-first preorder order so that the next-word token is generated based on syntactic relations and tree construction itself.