Effectiveness of a Refinement Prompt
Consider the following instruction given to a language model: 'You are provided with a Chinese text along with its English translation. Please refine the translation to improve its accuracy and fluency if necessary.' Explain why providing the model with both the original Chinese text and the initial English translation is a more effective strategy for improvement than simply asking it to re-translate the Chinese text from scratch.
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Ch.3 Prompting - Foundations of Large Language Models
Foundations of Large Language Models
Computing Sciences
Foundations of Large Language Models Course
Analysis in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
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Example Text: Hongshan Culture's Role in Chinese Civilization's Origins
A user has an initial machine-generated English translation of a Chinese document. The translation is factually correct but lacks the natural flow and idiomatic expression of a native English speaker. The user wants to use a language model to improve the translation. Which of the following prompts is best designed to instruct the model to enhance the translation's quality in this specific way?
Crafting a Refinement Prompt for Translation
Effectiveness of a Refinement Prompt