2025
Imagination and Contemplation: A Balanced Framework for Semantic-Augmented Multimodal Machine Translation
EMNLP 2025
Multimodal Machine Translation (MMT) enhances textual translation through auxiliary inputs such as images, which is particularly effective in resolving linguistic ambiguities. However, visual information often introduces redundancy or noise, potentially impairing translation quality. To address this