During the test phase, both sets of pattern rules are used in a cascaded way, with hard pattern rules followed by soft pattern rules, to extract target slots from new documents.
to the existing work, we propose a weakly supervised IE framework which takes advantages of both soft and hard matching pattern rules in both the training and test phases.