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Example of Multi-hop Question Answering Decomposition
A classic example of a multi-hop question is: “What is the capital of the country where Albert Einstein was born?” To answer this, the problem must be broken down into two distinct sub-problems: first, identifying Albert Einstein's country of birth (Germany), and second, finding the capital of that country (Berlin).
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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
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Example of Multi-hop Question Answering
Non-LLM Methods for Problem Decomposition in Question Answering
Example of Multi-hop Question Answering: Albert Einstein's Birth Country
An automated question-answering system is given the following query: 'Who directed the movie that won the Best Picture Oscar in the year the first person walked on the moon?' To answer this, the system must find and combine information from different sources. Which of the following sets of sub-questions correctly breaks down the original query into the logical steps needed to find the final answer?
Example of Multi-hop Question Answering Decomposition
An automated system needs to answer the complex question: 'What is the official language of the country where the inventor of the telephone was born?' Arrange the following steps into the correct logical sequence that the system must follow to find the final answer.
Decomposing a Complex Query
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A user asks the following question: 'Who directed the movie that won the Best Picture Oscar in the year the first iPhone was released?' Analyze this question. Which of the following options represents the most logical and efficient sequence of sub-questions needed to arrive at the final answer?
Decomposing a Complex Query
Diagnosing a Flawed Reasoning Path