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cs.CL2025
TopicVD: A Topic-Based Dataset of Video-Guided Multimodal Machine Translation for Documentaries
Jinze Lv, Jian Chen, Zi Long +2
Most existing multimodal machine translation (MMT) datasets are predominantly composed of static images or short video clips, lacking extensive video data across diverse domains an…
cs.CL2024
Exploring the Necessity of Visual Modality in Multimodal Machine Translation using Authentic Datasets
Zi Long, Zhenhao Tang, Xianghua Fu +3
Recent research in the field of multimodal machine translation (MMT) has indicated that the visual modality is either dispensable or offers only marginal advantages. However, most…