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cs.CL2025
CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation
Emilio Villa-Cueva, Sholpan Bolatzhanova, Diana Turmakhan +32
Translating cultural content poses challenges for machine translation systems due to the differences in conceptualizations between cultures, where language alone may fail to convey…
cs.CL2025
Language-Specific Latent Process Hinders Cross-Lingual Performance
Zheng Wei Lim, Alham Fikri Aji, Trevor Cohn
Large language models (LLMs) are demonstrably capable of cross-lingual transfer, but can produce inconsistent output when prompted with the same queries written in different langua…