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Forget brute-force scaling: smart data curation and reward-guided optimization can dramatically boost Chinese-to-Southeast Asian language translation, leaving larger models in the dust.
LLMs, like humans, exhibit a "frequency bias," performing better when prompted and fine-tuned with more common textual expressions.