There exist a variety of methods (Bordes  et Socher et al., 2013;Wang et al., 2014;Trouillon et al., 2016;Nguyen et al., 2018) that have been proposed to learn good embeddings for entities and relations.
embedding of uncommon relation or entities can not learn a good representation due to the data insufficiency.