MELLA: Bridging Linguistic Capability and Cultural Groundedness for Low-Resource Language MLLMs

Yufei Gao, Jiaying Fei, Nuo Chen +4

Multimodal Large Language Models (MLLMs) perform strongly in high-resource languages, yet often produce fluent but culturally "thin" descriptions in low-resource settings. We argue…