Siwei Rao

Modeling Relation Paths for Representation Learning of Knowledge Bases

2015

Representation learning of knowledge bases aims to embed both entities and relations into a low-dimensional space. Most existing methods only consider direct relations in representation learning. We argue that multiple-step relation paths also contain rich …