Taking a Closed-Book Examination: Decoupling KB-Based Inference by Virtual Hypothesis for Answering Real-World Questions

<table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left">Dataset</td><td class="align_center">Train</td><td class="align_center">Dev</td><td class="align_center">Test</td><td class="align_center">Total</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">Elementary</td><td class="align_center">574</td><td class="align_center">143</td><td class="align_center">717</td><td class="align_center">1636</td></tr><tr><td class="align_left">Middle</td><td class="align_center">1583</td><td class="align_center">485</td><td class="align_center">1639</td><td class="align_center">3707</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Statistics of AI2 Science questions.</div>

Computational Intelligence and Neuroscience

tab1

Table 1

Table 1: Taking a Closed-Book Examination: Decoupling KB-Based Inference by Virtual Hypothesis for Answering Real-World Questions 