Table 5 : Performance of two state-of-the-art fine grained entity typing systems on AIDA-CoNLL development set order to verify our claim that the entity embeddings from BERT better capture entity type information than those from <cite>Ganea and Hofmann (2017)</cite> , we carry out an entity type prediction task based on its entity embedding.