It consists of two sub-tasks, namely entity detection, which recognizes valid entities, and relation classification, which determines the relation categories over entity pairs.
the method of Miwa and Bansal (2016) must consider tree LSTM formulations that are specific to grammar formalisms, which can be structurally different (Tai et al., 2015).