61 citations · 64 across the 6 of their papers we have counts for
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cs.AI2017★ 61 cited
Analysis of the Impact of Negative Sampling on Link Prediction in Knowledge Graphs
Bhushan Kotnis, Vivi Nastase
Knowledge graphs are large, useful, but incomplete knowledge repositories. They encode knowledge through entities and relations which define each other through the connective struc…
cs.AI2017★ 2 cited
Learning Knowledge Graph Embeddings with Type Regularizer
Bhushan Kotnis, Vivi Nastase
Learning relations based on evidence from knowledge bases relies on processing the available relation instances. Many relations, however, have clear domain and range, which we hypo…