Progressive modality-complement aggregative multitransformer for domain multi-modal neural machine translation

Junjun Guo, Zhenyu Hou, Yantuan Xian, Zhengtao Yu

Abstract: Highlights•Advancing domain multi-modal neural translation through modality-complement module.•Progressive cross-modal multitransformer enhances domain-text translation quality.•A layer-wise progressive strategy enhances the multi-modal representation ability.•Novel insights and technical contributions for multi-modal domain machine translation.