Optimizing Prompt Templates for Legal Text Simplification
A legal aid non-profit uses a large language model to make complex housing contracts more understandable for their clients. They've found that their current single-prompt approach often produces outputs that are either still too long, or they oversimplify and omit crucial legal details. The goal is to create text that is short, uses everyday language, and accurately preserves all key rights and obligations. Propose a set of three distinct prompt templates the non-profit could use to improve their results. For each template, justify its inclusion by explaining which specific problem from the case study it is designed to solve.
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Ch.3 Prompting - Foundations of Large Language Models
Foundations of Large Language Models
Computing Sciences
Foundations of Large Language Models Course
Evaluation in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
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An organization wants to use a language model to simplify a highly technical scientific report for a general audience. Their goal is to retain the core information while making the vocabulary and sentence structure much easier to understand. Which of the following instructions is most likely to produce the best result for this specific goal?
Optimizing Prompt Templates for Legal Text Simplification
Example of a Combined 'Condense and Simplify' Prompt
Example of a Prompt for Text Simplification
Example of a 'Rewrite for Easy Reading' Prompt
You are analyzing the outputs of a language model tasked with simplifying the following complex sentence. Match each prompt template with the simplified output it most likely generated.
Original Sentence: 'The legislative measure, which was meticulously deliberated upon by the bicameral committee, ultimately aims to ameliorate the socioeconomic disparities prevalent within marginalized communities by instituting a series of targeted fiscal interventions.'