Troubleshooting a Prompt for News Classification
Analyze why the current prompt structure is yielding unhelpful completions for the classification task. Then, propose a revised prompt structure that is more likely to elicit completions directly related to the desired categories ('Technology', 'Sports', 'Politics') and explain your reasoning.
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Ch.1 Pre-training - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Analysis in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
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A developer is building a system to automatically categorize customer support messages. The system works by taking the customer's message, appending a short phrase to it to create a prompt, and then using the language model's generated text to determine the category.
Given the customer message below, which appended phrase is best designed to classify the request type?
Customer Message: 'My internet connection keeps dropping every few hours. I've tried restarting my router, but it doesn't help. Can someone look into this?'
Troubleshooting a Prompt for News Classification
Deconstructing a Classification Prompt