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A task instruction for grammatical error correction is a directive given to a language model that outlines its objective. It typically clarifies that the model will receive an English sentence as input and must produce the grammatically correct version as output.

Task Instruction for Grammatical Error Correction

A direct instruction for a grammatical error correction task can be formulated as: "You will be provided with a sentence in English. The task is to output the correct sentence." This statement explicitly tells the model what kind of input to expect and what its objective is.

Example of a Task Instruction for Grammatical Error Correction

You are tasked with setting up a language model to automatically correct grammatical errors in text. Write a concise, one-sentence instruction that clearly tells the model its function. Your instruction should specify both the expected input and the required output.

Crafting a Language Model Directive

Analyze the provided directive and the model's resulting output. Explain why the directive likely caused the model to produce an output that, while grammatically correct, was overly verbose and changed the original sentence's style, instead of simply fixing the grammatical error.

Diagnosing a Flawed Model Instruction

A developer is configuring a language model to function as an automated proofreader. The goal is for the model to take a user's sentence and fix any grammatical mistakes it finds. Which of the following instructions would most clearly and effectively direct the model to perform this specific task?

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