Constructing a Reasoning-Based Prompt
You are tasked with teaching a large language model to solve a simple logic puzzle. The puzzle is: 'There are three boxes labeled 'Apples', 'Oranges', and 'Apples and Oranges'. You know that every box is mislabeled. You are allowed to pick one fruit from one box to determine the correct labels for all three boxes. Which box should you pick from?'
Your task is to write a single, complete example for a prompt that demonstrates the problem-solving process. Your example should include the question, the intermediate reasoning steps, and the final answer.
0
1
Tags
Ch.2 Generative Models - 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
Creation in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
Related
A developer is creating a prompt to help a large language model solve multi-step word problems. The goal is to structure the prompt in a way that teaches the model how to reason through the problem before providing a final answer. Analyze the following prompt structures and select the one that best demonstrates the technique of including intermediate reasoning steps to guide the model's problem-solving process.
Problem to solve: 'A farmer has 15 apples. He sells 5 to his neighbor and then buys 10 more from the market. How many apples does he have now?'
Constructing a Reasoning-Based Prompt
Improving a Language Model's Classification Accuracy