Example of a Negative Input for Polarity Classification

Examples of Positive Inputs for Polarity Classification

Example of a Prompt with a Post-Input Instruction for Polarity Classification

A developer needs a language model to classify customer feedback into one of three categories: 'positive', 'negative', or 'neutral'. The primary goal is to ensure the model's output is only one of these three words, without any additional explanation or conversational text. Which of the following instruction-based prompts is most effective for this specific requirement?

Analyze the following instruction-based prompts designed for a text classification task. Match each prompt to the description that best characterizes its primary approach.

Improving a Faulty Classification Prompt