We first run several existing IE systems on the labeled data and use their extraction results as input features along with other rich features including word embedding, part-ofspeech embedding, syntactic role embedding and syntactic dependency information.
second, supervised IE systems require the target relations to be predetermined and learn to extract only the predefined relations.