A developer is trying to get a language model to solve multi-step arithmetic word problems by providing it with an example. Consider the example they use: 'Tom has 12 marbles. He wins 7 more marbles in a game with his friend but then loses 5 marbles the next day. His brother gives him another 3 marbles as a gift. How many marbles does Tom have now?' Which statement best analyzes why this is an effective example for this purpose?
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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
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A developer is trying to get a language model to solve multi-step arithmetic word problems by providing it with an example. Consider the example they use: 'Tom has 12 marbles. He wins 7 more marbles in a game with his friend but then loses 5 marbles the next day. His brother gives him another 3 marbles as a gift. How many marbles does Tom have now?' Which statement best analyzes why this is an effective example for this purpose?
Debugging an In-Context Learning Prompt
When constructing a prompt to guide a language model, a single demonstration is considered complete if it only presents the problem that the model is expected to solve.