On the other hand, 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.
our model is able to learn and produce a tree of words and their dependency relations by itself.