Structure Aware Negative Sampling in Knowledge Graphs.

Kian Ahrabian Aarash Feizi Yasmin Salehi William L. Hamilton Avishek Joey Bose

Published in: CoRR (2020)

Keyphrases

knowledge base
additional knowledge
higher level
structured information
knowledge management
positive and negative

graph structure
artificial intelligence
knowledge acquisition
domain knowledge
prior knowledge
learning systems

domain experts
monte carlo
hierarchical structure
knowledge sharing
directed graph
structural information

complex structures
graph representation
graph theoretic
semantic structure
sampling strategy
data sets