HolmE: Low-Dimensional Hyperbolic KG Embedding for Better Extrapolation

Past works have shown knowledge graph embedding (KGE) methods learn from facts in the form of triples and extrapolate to unseen triples. KGE in hyperbolic space can achieve impressive performance eve