More recently some strategies based on topic modeling have been proposed, either to infer latent relation semantic types from OIE relations (Ritter et al., 2010), or to directly learn an ontological structure from a starting set of relation instances (Movshovitz-Attias and Cohen, 2015).
the knowledge generated is often hard to interpret and integrate with existing knowledge bases without human intervention (Ritter et al., 2010).