To deal with the issue of limited annotations, we construct WL data D = {(X,Ỹ )} based on Wikipedia anchors and taxonomy, whereỸ An anchor m, e ∈ A links a mention m to an entity e ∈ E, where m contains one or several consecutive words of length |m|.
we define A(X) as the set of anchors in X.