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.
(ii) We propose a mutual attention mechanism which exploits the textual representations of relation and entity to enhance each other (Section 3.2).