Designing a Prompt for Factual Summarization
A team is building an automated tool to summarize complex scientific papers. They are concerned that the language model might invent details or draw conclusions not supported by the provided paper. Write a concise, one-sentence instruction that could be added to the model's prompt to specifically address this concern by encouraging both accuracy and the refusal to answer if necessary.
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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
Creation in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
Related
Example Prompt Instruction for Faithfulness and Abstention
Evaluating a Prompting Strategy for Factual Accuracy
A developer is building a question-answering system and provides a language model with the following instruction: 'You must base your answer strictly on the provided text. If the text does not contain enough information to answer the question accurately, you must respond with the exact phrase
Insufficient Information.' The model is then given the question 'What is the capital of Australia?' and the following text: 'Australia is a country and continent surrounded by the Indian and Pacific oceans. Its major cities are Sydney, Brisbane, Melbourne, and Perth.' Based on the developer's instruction, what is the most appropriate response from the model?Designing a Prompt for Factual Summarization