Abstract
This paper investigates the integration of verbal and visual information in explanation, from a hybrid neurosymbolic perspective. The effectiveness of explanations provided by human experts is known to be often enhanced by multiple representation techniques. The latter seem particularly suitable in explanations concerning high-level visual tasks involving both top-down reasoning and bottom-up perceptual processes.