Prompting Strategy Identification
A developer is experimenting with three different prompts to have a language model classify customer feedback. Analyze the three prompts below. For each prompt, identify whether it is an example of a zero-shot, one-shot, or few-shot approach and briefly justify your classification based on the number of examples provided.
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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
Analysis in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
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A developer is using a large language model to perform a novel task: converting movie titles into short, rhyming poems. Their initial attempts, which only provide the instruction 'Turn this movie title into a rhyming poem,' are yielding inconsistent and low-quality results. Which of the following strategies is most likely to improve the model's performance for this specific creative task?
Prompting Strategy Identification
A developer is constructing prompts to guide a language model for different tasks. Match each prompting approach to the description of the prompt's structure.