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Representation Learning with Ordered Relation Paths for Knowledge Graph Completion

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Figure

Figure 1: Example of the meaning change when theorder of relations is altered.
Figure 2: Architecture of OPTransE.
Figure 3: The representation of path pspace transition of (h−→r1 t′−→r2 t). The top part of the figure depicts the process of t′ and t, while the bottom part illustrates the generated continuous path from hp to tp after thetransition.
Table 2: Evaluation results on link prediction
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