Second, we employ the normalized weights to sum the extracted representations as the final syntactic representation for word w i , denoted as rep syn i .
this kind of sharing strategy somewhat weakens the representation framework maintains distinct model parameters for each task, due to the neutralization of knowledge introduced by the auxiliary task.