5* Knowledge Graph Embeddings with Projective Transformations @AAAI2021

Figure1. Sample knowledge Graph
Figure 2.Transformation Function of Knowledge Graph Embedding models
Figure 3. Example of Graph and vector representation of path/loop.
Animation: All Möbius Transformation Types
Figure 4. From projective transformation to Möbius
Figure 5. Relation-specific mapping by Möbius
Animation: Projective Transformations
Figure 6. Entity level illustration of transformations by 5*E
Figure 7. Relation level illustration of transformations by 5*E

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SDA Research

SDA Research

The Smart Data Analytics (SDA) research group at the University of Bonn working on #semantics, #machinelearning and #bigdata.