Learn Before
Example of a Guided Refinement Prompt for Grammatical Correction
To guide an LLM's refinement process toward a specific issue, a prompt can provide targeted feedback. For instance, the instruction "Please correct all the grammatical errors in the translation" directs the model to focus its improvements on grammatical accuracy.
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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
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Example of an Unguided Refinement Prompt
Example of a Guided Refinement Prompt for Grammatical Correction
A user is working with a language model to improve a short story it generated. The user wants to make the main character more compelling. Consider two possible follow-up instructions they could give the model:
- "Make it more interesting."
- "Revise the story to give the main character a clearer motivation for their actions and add more descriptive details about their internal thoughts."
Which instruction is more likely to lead to a successful revision, and why?
Improving an Idiomatic Translation
Transforming an Unguided Prompt
Learn After
An AI model produced the following sentence: 'The undertaking of the project was commenced with significant alacrity by the team members, who demonstrated a high level of collaborative synergy.' While the sentence is grammatically correct, the goal is to make it sound more natural and less formal. Which of the following instructions would be the most effective and targeted way to guide the model toward the desired revision?
Improving an LLM's Translation Output
Crafting a Guided Correction Prompt