Knowledge Graph Embeddings

Edward Ma
Towards AI
Published in
2 min readApr 1, 2020

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Photo by chuttersnap on Unsplash

In the previous stories, we introduced Introduction to Graph Embeddings, Random Walk in Node Embeddings, 4 Graph Neural Networks, and When GraphSAGE meets Pinterest.

In this article, I introduce TRESCAL, HolE, and SimplE, which are applying in knowledge graph embeddings. Both TRESCAL and HolE are enhanced versions of RESCAL. The authors used different approaches to overcome the limitation of RESCAL.

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