In order to fairly compare against these systems, for every bridging anaphor a, we first map all top 20 span predictions of our system BARQA to the gold/system mentions, then we choose the gold/system mention with the highest confidence score as the predicted antecedent.
we map a predicted span s to a mention m if they share the same head and s is part of m (m is created by removing all postmodifiers from m).