1. A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network
NAACL‘18
Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Phung
PRaDA Centre, Deakin University, Australia
The University of Melbourne, Australia

2. Overview Knowledge Base Completion:
Link prediction : (h, r) ?t or (r, t) ?h
Contribution:
Models the relationships among same dimensional entries of the embeddings.
h,r,t is vector
model the same dimensional entries of vector to build the embedding

3. Methodology

4. Methodology

5. Methodology

6. Methodology

7. Methodology
TransE

8. Evaluation
DataSet
WN18
FB15k