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Analyzing a Model's Reasoning Trigger
A language model is presented with the following multi-step arithmetic problem: 'Jack has 7 apples. He ate 2 of them for dinner, but then his mom gave him 5 more apples. The next day, Jack gave 3 apples to his friend John. How many apples does Jack have left in the end?' The model's response begins with the sentence, 'Let’s think step by step.' Analyze the primary purpose of this opening sentence and the intended effect it has on the structure of the model's complete answer.
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Ch.2 Generative Models - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Analysis in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
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A large language model is given the following word problem: 'Jack has 7 apples. He ate 2 of them for dinner, but then his mom gave him 5 more apples. The next day, Jack gave 3 apples to his friend John. How many apples does Jack have left in the end?' Which of the following initial sentences for the model's response is most effective at signaling that it will provide a detailed, step-by-step breakdown of its reasoning process?
Improving Model Response Transparency
Analyzing a Model's Reasoning Trigger