Besides, by introducing entity embeddings into our MPME framework, the knowledge information will also be distilled into mention sense embeddings, so that the mention sense Memorial Day will be similar as Independence Day (US).
we extend Skip-gram model to a network by maximizing the log probability of being a neighbor entity.