Incorporating Literals into Knowledge Graph Embeddings

Understand

Knowledge graphs, on top of entities and their relationships, contain other important elements: literals.

• Literals encode interesting properties (e.g.
• the height) of entities that are not captured by links between entities alone.
• Most of the existing work on embedding (or latent feature) based knowledge graph analysis focuses mainly on the relations between entities.