Finally, we fuse the extracted binary relations into a ternary relation.
with our discriminative model, a statistical parsing based generative model (Shi et al., 2007) has been proposed for a related task on this data set where the NEs and their relations are extracted together and used to identify which NEs are relevant in a particular sentence.