The best configurations of "Jointly(anchor)" and "Jointly(desp)" are exactly the same: k = 100, α = 0.025, c = 10, s = 5.
the aim is to learn continuous vector representations (embeddings) for entities and relations of a structured knowledge base (KB) such as Freebase.