This paper builds TopicVD, a topic-based documentary video-subtitle translation dataset, and shows with a cross-modal attention model that visual and contextual information improve BLEU scores.
Com- putational linguistics 16(2), 79–85 (1990)
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TopicVD: A Topic-Based Dataset of Video-Guided Multimodal Machine Translation for Documentaries
This paper builds TopicVD, a topic-based documentary video-subtitle translation dataset, and shows with a cross-modal attention model that visual and contextual information improve BLEU scores.