A globally video-guided multimodal translation framework retrieves semantically related video segments with a vector database and applies attention mechanisms to improve subtitle translation accuracy in long videos.
Bigvideo: A large-scale video subtitle trans- lation dataset for multimodal machine translation
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Video-guided Machine Translation with Global Video Context
A globally video-guided multimodal translation framework retrieves semantically related video segments with a vector database and applies attention mechanisms to improve subtitle translation accuracy in long videos.