Before revision:  We propose to use mBART, a pretrained multilingual sequence-to-sequence model , for the textual-only translations. Further, we bring the visual information to a textual domain by extracting object tags from the image and enhance the input for the multimodal task .
After revision:  We propose to use mBART, a pretrained multilingual sequence-to-sequence model . For multimodal translation, we propose to enhance the textual input by bringing the visual information to a textual domain by extracting object tags from the image and enhance the input for the multimodal task .