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Sathyanarayanan Ramamoorthy

2 accepted papers

2025

Pangea: A Fully Open Multilingual Multimodal LLM for 39 Languages

ICLR 2025poster

Despite recent advances in multimodal large language models (MLLMs), their development has predominantly focused on English- and western-centric datasets and tasks, leaving most of the world's languages and diverse cultural contexts underrepresented. This paper introduces PANGEA, a multilingual mu…

Cited by 14SourcePDFScholar
2024

An image speaks a thousand words, but can everyone listen? On image transcreation for cultural relevance

EMNLP 2024main

Given the rise of multimedia content, human translators increasingly focus on culturally adapting not only words but also other modalities such as images to convey the same meaning. While several applications stand to benefit from this, machine translation systems remain confined to dealing with lan…