We also observed that additive models are sensitive to the frequency of entities, with high frequency bins having higher conicity than low frequency bins.
no such pattern was observed for multiplicative models and Relation Embeddings: As in entity embeddings, we observe a similar trend when we look at the distribution of ATMs for relation vectors in Figure 3.