We can now add a relevance loss term ) to the objective.
the parameters of the gating GCN are trained from the relevance loss and the usual decoding loss, a ML objective over the gold sequence of decisions that output the query y. Discriminative re-ranking Global gating provides a more accurate model for softly predicting the correct subset of DB constants.