A Neural Machine Translation Model for Arabic Dialects That Utilizes Multitask Learning (MTL)

<table class="fixed-width table-group" id="tab4"><tr><td><table class="table"><colgroup><col style="width:7.61em"/><col style="width:15.49em"/></colgroup><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">MSA Arabic</td><td class="align_center">  هناك برتقالة على الطاولة </td></tr><tr><td class="align_left" colspan="2"><hr/></td></tr><tr><td class="align_left">Reference-ENG</td><td class="align_center">There is an orange on the table</td></tr><tr><td class="align_left" colspan="2"><hr/></td></tr><tr><td class="align_left">Single-ENG</td><td class="align_center">there is in in the table</td></tr><tr><td class="align_left" colspan="2"><hr/></td></tr><tr><td class="align_left">Multitask-ENG</td><td class="align_center">There’s are orange on the table floor</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Computational Intelligence and Neuroscience

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Table 4

Table 4: A Neural Machine Translation Model for Arabic Dialects That Utilizes Multitask Learning (MTL) 