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Accurate Text Enhanced Knowledge Graph Representation Learning

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Figure 1: A demonstration of our accurate text-enhanced model. The meanings of relation parentOfin different triples are distinguished by their entitydescriptions, and the relation parentOf emphasizeswords which describe its social relationship in entitydescriptions.
Figure 2: Framework of the proposed approach.
Table 1: Statistics of different datasets and the numberof entities linked in Wikipedia, #Linked represents thenumber of entities linked in the text corpus
Table 2: Evaluation results of link prediction.
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