• DOI:10.3115/v1/P15-1067
Corpus ID: 11202498

Knowledge Graph Embedding via Dynamic Mapping Matrix

@inproceedings{Ji2015KnowledgeGE,
  title={Knowledge Graph Embedding via Dynamic Mapping Matrix},
  author={Guoliang Ji and Shizhu He and L. Xu and Kang Liu and Jun Zhao},
  booktitle={ACL},
  year={2015}
}

Guoliang Ji, Shizhu He, +2 authors Jun Zhao

Published in ACL 2015

Computer Science

Knowledge graphs are useful resources for numerous AI applications, but they are far from completeness. [...] Key Method In this paper, we propose a more fine-grained model named TransD, which is an improvement of TransR/CTransR. In TransD, we use two vectors to represent a named symbol object (entity and relation). The first one represents the meaning of a(n) entity (relation), the other one is used to construct mapping matrix dynamically.Expand Abstract

View PDF

Save to Library

Create Alert

Cite

Launch Research Feed