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Simplifying Task Descriptions by Paraphrasing
A technique for making task descriptions more efficient is to paraphrase them into a shorter text. This method involves rewriting the original instruction to be more concise while preserving its core meaning and intent.
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Ch.4 Alignment - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Ch.3 Prompting - Foundations of Large Language Models
Related
Simplifying Task Descriptions by Deletion
Simplifying Task Descriptions by Paraphrasing
Using LLMs for Prompt Simplification
Example of a Detailed Task Description for a Healthcare and Finance QA Model
A developer is trying to make their instructions for a language model more efficient. Below is their original set of instructions. Which of the following revisions best simplifies the text while preserving all the essential constraints and the core intent of the original request?
Original Instructions: "I would be very grateful if you could please function as an expert travel planner. Your task is to create a comprehensive and detailed seven-day travel itinerary for a family of four, which includes two adults and two teenagers, who will be visiting the city of Paris for the very first time. It is important that the itinerary focuses on their interests in art, history, and food. Additionally, please make sure to incorporate some engaging and fun activities that would appeal specifically to the teenagers in the group."
Analyzing a Failed Prompt Simplification
Text Simplification as a Sequence-to-Sequence Task
Heuristic-Based Deletion for Prompt Simplification
Applying Prompt Simplification
Learn After
Example of a Paraphrased Task Description for a Healthcare and Finance QA Model
A project manager provides the following detailed instruction for a language model: 'Your task is to examine a provided transcript of a business meeting, identify all the specific action items that were explicitly assigned to individuals, and then compile these action items into a structured list, where each entry includes the assigned task and the name of the person responsible.' Which of the following options best paraphrases this instruction to be more concise while preserving its core meaning and all essential requirements?
Paraphrasing a Task Description for Conciseness
Evaluating a Paraphrased Task Instruction