For a given attribute a represented as key-value pair, we use paragraph2vec (Le and Mikolov, 2014) type of embedding network to learn attribute embedding.
experiments on link prediction and entity linkage demonstrate substantial improvements over the state-ofthe-art relational learning approaches.