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VIDA: A Dataset for Visually Dependent Ambiguity in Multimodal Machine Translation

Pan, Jingheng et al.
arXiv (All) · Papers
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computation-and-language
Ambiguity resolution is a key challenge in multimodal machine translation (MMT), where models must genuinely leverage visual input to map an ambiguous expression to its intended meaning. Although prior work has proposed disambiguation-oriented benchmarks probing the role of vision, we observe that e
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