Adding ConceptNet relation-existence and relation-type auxiliary tasks to a BERT multiple-choice MRC model improves accuracy by about 0.7 points on SemEval-2018 Task 11 and Story Cloze Test.
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Incorporating Relation Knowledge into Commonsense Reading Comprehension with Multi-task Learning
Adding ConceptNet relation-existence and relation-type auxiliary tasks to a BERT multiple-choice MRC model improves accuracy by about 0.7 points on SemEval-2018 Task 11 and Story Cloze Test.