To investigate question answering with prior knowledge, we present CommonsenseQA: a challenging new dataset for
commonsense question answering. To capture common sense beyond associations, we extract from ConceptNet
(Speer et al., 2017) multiple target concepts that have the same semantic relation to a single source concept.