Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder

Ryo Takahashi, Ran Tian, Kentaro Inui

Embedding models for entities and relations are extremely useful for recovering missing facts in a knowledge base. Intuitively, a relation can be modeled by a matrix mapping entity…