Debugging a Prompt for Entity Linking
Based on the case study, analyze why the model's output was incomplete. Then, propose a more effective {task-description} that would instruct the model to correctly identify that 'Dr. Aris Thorne' and 'the physicist' refer to the same entity.
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Ch.3 Prompting - Foundations of Large Language Models
Foundations of Large Language Models
Computing Sciences
Foundations of Large Language Models Course
Analysis in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
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An AI engineer is creating a prompt to instruct a language model. The goal is for the model to process a document and identify all the different phrases that refer to the same person or object. For example, in the sentence "Dr. Evelyn Reed published her findings; the scientist was praised for the work," the model should recognize that "Dr. Evelyn Reed," "her," and "the scientist" all refer to the same individual.
The engineer uses the following prompt structure:
You will be provided with a text. Your task is to {task-description}.Which of the following options for
{task-description}is the most precise and effective for achieving the engineer's goal?Debugging a Prompt for Entity Linking
Evaluating a Task Description for Entity Linking