Concretely, we employ BiLSTM model (Schuster and Paliwal, 1997;Graves and Schmidhuber, 2005) with mutual attention mechanism  to learn representations for relation mentions and entity descriptions.
in order to generate triple-specific textual representation of entities and relation, a mutual attention mechanism is proposed to model relation between entity descriptions and relation mention of one triple.