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Debugging a Prompt for Text Summarization
In the provided scenario, a language model is failing to perform the requested task. Analyze the likely reason for this failure based on how the model processes input. Then, describe how you would restructure the prompt to reliably get the desired summary, and provide a specific example of your improved prompt.
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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
Related
A user wants a language model to summarize a specific customer review. Their current prompt is:
Summarize the following customer review for me. The customer was initially unhappy with the shipping time but was very pleased with the product quality and customer service.The model's summary is often inaccurate because it gets confused about which part of the text is the instruction and which part is the review to be summarized. Which of the following revised prompts is most likely to produce the desired summary by most effectively clarifying the different parts of the input for the model?Debugging a Prompt for Text Summarization
Improving Prompt Reliability with Delimiters