Corrections:
In section 3.1 (c), there are a few mistakes about the definition of Aij.
Actually I find out that Aij = Aji does not apply to all circumstances.
Now I give the new definition of Aij as
where SRem(i) is the mention-entity semantic relatedness between an entity node i and its only adjacent mention node.