Concretely, based on c i , we use two multilayer perceptrons to generate two different vectors, The score funcion in Equation 2 now becomes The main task we will focus on in following sections is to further encode deep structure of s to node vectors h i and d i .
besides the parent-child relation, we would like to consider high-order dependency relations such as grandparents and siblings in the score function σ.