Multiview Translation Learning for Knowledge Graph Embedding

<table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr class="thead"><td class="align_left">Dataset</td><td class="align_center">#Ent</td><td class="align_center">#Rel</td><td class="align_center">#Train</td><td class="align_center">#Valid</td><td class="align_center">#Test</td></tr><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr><td class="align_left">WN18</td><td class="align_center">40943</td><td class="align_center">18</td><td class="align_center">141442</td><td class="align_center">5000</td><td class="align_center">5000</td></tr><tr><td class="align_left">WN11</td><td class="align_center">38696</td><td class="align_center">11</td><td class="align_center">112581</td><td class="align_center">2609</td><td class="align_center">10544</td></tr><tr><td class="align_left">WN18RR</td><td class="align_center">40943</td><td class="align_center">11</td><td class="align_center">86835</td><td class="align_center">3034</td><td class="align_center">3134</td></tr><tr><td class="align_left">FB15K-237</td><td class="align_center">14541</td><td class="align_center">237</td><td class="align_center">272115</td><td class="align_center">17535</td><td class="align_center">20466</td></tr><tr class="table-tr"><td colspan="6"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Scientific Programming

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Table 1

Table 1: Multiview Translation Learning for Knowledge Graph Embedding 