Riemannian TransE: Multi-relational Graph Embedding in Non-Euclidean Space

Multi-relational graph embedding which aims at achieving effective representations with reduced low-dimensional parameters, has been widely used in knowledge base completion. Although knowledge base data usually contains tree-like or cyclic structure, none of existing approaches can embed these data into a compatible space that in line with the structure... (read more)

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Graph Embeddings
Graph Embeddings