Critical Evaluation of a Context-Restricting Prompt
Consider the following prompt designed to make a language model answer questions based only on a provided data table:
You are an expert tasked with generating answers from input queries. You have been provided with a query and corresponding context information, organized in a table where each row represents a useful record. Please generate an answer using only this context information. Ensure that you provide the answer in your own words.
Critically evaluate this prompt. Identify at least one major strength and one potential weakness. Then, propose a specific modification to the prompt to address the weakness you identified.
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Ch.3 Prompting - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Evaluation in Bloom's Taxonomy
Cognitive Psychology
Psychology
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Empirical Science
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Critical Evaluation of a Context-Restricting Prompt
Refining a Prompt for Context-Specific Answers
A developer is using a large language model to answer questions based on a specific data table. To prevent the model from inventing information, which part of the following prompt is the most crucial instruction?
You are an expert tasked with generating answers from input queries. You have been provided with a query and corresponding context information, organized in a table where each row represents a useful record. Please generate an answer using only this context information. Ensure that you provide the answer in your own words.