Improving Visual Sensitivity of LLMs on Multimodal Machine Translation with Metric-based Loss Weighting.

arXiv:2609.31169v1 Announce Type: cross Abstract: Multimodal Machine Translation aims to incorporate additional signal from non-textual modalities to improve translations by resolving ambiguities. While models, through multimodal fusion, are able to accept ima