Generating Sub-Problems for a Duration Calculation
An AI model is tasked with answering the question: 'For how many years was Queen Victoria the monarch of the United Kingdom?' To solve this, the model first needs to break the main question down into smaller, fact-based questions. Based on a strategy where problems are decomposed into their constituent parts, what are the two essential sub-questions the model must generate and answer first?
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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
Application in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
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An AI model is provided with the following examples to learn how to break down a main question into a series of smaller, solvable sub-questions:
Example 1: Main Question: What is the price difference between a laptop and a tablet? Sub-questions:
- What is the price of the laptop?
- What is the price of the tablet?
Example 2: Main Question: How many more pages are in 'War and Peace' than in 'The Great Gatsby'? Sub-questions:
- How many pages are in 'War and Peace'?
- How many pages are in 'The Great Gatsby'?
Based on the pattern demonstrated in these examples, which set of sub-questions would the model most logically generate for the new main question: 'How long did the construction of the Golden Gate Bridge take?'
Diagnosing a Flawed Problem Decomposition
Generating Sub-Problems for a Duration Calculation