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Example of a Detailed Task Description for a Healthcare and Finance QA Model
This is an example of a detailed task description for a language model specializing in healthcare and finance. The prompt specifies that the model must handle a wide variety of user questions across these domains, from medical diagnoses to financial regulations, and provide comprehensive and accurate answers. The full task description is as follows: 'The task involves developing a language model capable of understanding and responding to user inquiries across various domains, with a particular emphasis on healthcare and finance. Considering the broad range of potential queries, from the specifics of medical diagnoses to the nuances of financial regulations, The model must ensure a comprehensive understanding and accurate responses.'
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Ch.4 Alignment - Foundations of Large Language Models
Foundations of Large Language Models
Computing Sciences
Foundations of Large Language Models Course
Ch.3 Prompting - Foundations of Large Language Models
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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
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Example User Query for a Healthcare QA Model
Example of a Paraphrased Task Description for a Healthcare and Finance QA Model
A development team is tasked with building a language model based on the following description: 'The task involves developing a language model capable of understanding and responding to user inquiries across various domains, with a particular emphasis on healthcare and finance. Considering the broad range of potential queries, from the specifics of medical diagnoses to the nuances of financial regulations, the model must ensure a comprehensive understanding and accurate responses.' Based on this description, which of the following user questions is LEAST appropriate for this model to handle?
Evaluating a Language Model Task Description
Analyzing Model Output Against Task Requirements