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A zero-shot prompt for grammar correction involves providing a direct instruction to an LLM without any examples. The model is expected to perform the task based solely on this instruction. For instance, a simple prompt could be: `Correct the grammar of the following sentence: {*sentence*}` where `{*sentence*}` is a placeholder for the user's text.

Example of a Zero-Shot Prompt for Grammar Correction

A user wants an AI assistant to fix grammatical errors in a sentence. Which of the following instructions best accomplishes this task by relying solely on a direct command, without showing the AI any examples of corrections?

You are designing a feature for a writing application that uses a large language model to fix grammatical errors. Your goal is to instruct the model to perform this task using only a direct command, without providing any examples of corrections. Write a suitable instruction (or 'prompt') that accomplishes this.

Crafting a Direct Instruction for Grammar Correction

Consider the following instruction given to a language model: 'I will provide a sentence with a grammatical error, followed by the correction. Your task is to fix the grammar in the new sentence I give you. Example: "She don't like coffee." -> "She doesn't like coffee." Now, correct this sentence: "They is going to the park."' This instruction is a valid example of a prompt that relies solely on a direct command without providing any examples to guide the model.

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