Furthermore, in order to conduct a fair comparison between the skip-gram model and our model, we also add skip-gram (plain), which is a skip-gram model trained using a different corpus.
the corpus is augmented using the texts in DBpedia abstract corpus 7 , and its entity annotations are treated as regular text phrases (not replaced to their unique identifiers).