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  • Example of Self-Refinement in Machine Translation

Sequence Ordering

A developer is using a language model to translate a text from Chinese to English, employing a method to enhance the final output. Arrange the following actions into the correct chronological sequence.

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Updated 2025-10-10

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Ch.3 Prompting - Foundations of Large Language Models

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  • Iterative Refinement Process for Machine Translation

  • Example of an Instruction-like Prompt for Chinese-to-English Translation

  • An engineer uses a large language model for a translation task in two distinct stages.

    Stage 1 Prompt: "Translate this French sentence into English: 'Le chat est sur le paillasson.'" Stage 1 Output: "The cat is on the mat."

    Stage 2 Prompt: "Review the following English translation and improve its fluency and naturalness: 'The cat is on the mat.'"

    What is the primary function of the second stage in this process?

  • Improving AI-Generated Translations

  • A developer is using a language model to translate a text from Chinese to English, employing a method to enhance the final output. Arrange the following actions into the correct chronological sequence.

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