4 Data Pre-processing and Cleaning Since the labels were derived from the source, we are careful to remove any systematic features in each article which are trivially reflective of the source, since that would result in over-fitting.
we perform the following operations: (a) Remove source link mentions When modeling the link structure of an article, we explicitly remove any link to the source itself.