Selective pre-translation, translating only some prompt components into English, generally outperforms both full prompt translation and direct inference across tasks and languages, with the largest gains for low-resource languages.
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Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs
Selective pre-translation, translating only some prompt components into English, generally outperforms both full prompt translation and direct inference across tasks and languages, with the largest gains for low-resource languages.