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Beyond English: The Impact Of Prompt Translation Strategies Across Languages And Tasks In Multilingual Llms

Abstract

Despite advances in the multilingual capabilities of Large Language Models (LLMs) across diverse tasks, English remains the dominant language for LLM research and development. So, when working with a different language, this has led to the widespread practice of pre-translation, i.e., translating the task prompt into English before inference. Selective pre-translation, a more surgical approach, fo

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