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cs.CL 1

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2025 1

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CONDITIONAL 1

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PRIM: Towards Practical In-Image Multilingual Machine Translation

cs.CL · 2025-09-05 · conditional · novelty 6.0

PRIM provides the first real-world, multilingual in-image translation benchmark, and the proposed VisTrans end-to-end model improves visual quality over prior end-to-end systems while trailing strong cascade models on translation accuracy.

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  • PRIM: Towards Practical In-Image Multilingual Machine Translation cs.CL · 2025-09-05 · conditional · none · ref 6

    PRIM provides the first real-world, multilingual in-image translation benchmark, and the proposed VisTrans end-to-end model improves visual quality over prior end-to-end systems while trailing strong cascade models on translation accuracy.