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cs.CL2025
MERLIN: A Testbed for Multilingual Multimodal Entity Recognition and Linking
Sathyanarayanan Ramamoorthy, Vishwa Shah, Simran Khanuja +5
This paper introduces MERLIN, a novel testbed system for the task of Multilingual Multimodal Entity Linking. The created dataset includes BBC news article titles, paired with corre…
cs.CL2025
Grounding Multilingual Multimodal LLMs With Cultural Knowledge
Jean de Dieu Nyandwi, Yueqi Song, Simran Khanuja +1
Multimodal Large Language Models excel in high-resource settings, but often misinterpret long-tail cultural entities and underperform in low-resource languages. To address this gap…