1Cademy - Constructing a Code-like Prompt for Entity Extraction

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Example of a Demonstration in a Code-like Prompt

Short Answer

Constructing a Code-like Prompt for Entity Extraction

You need to create a prompt that instructs a large language model to extract the name of a company from a news headline. Using the key-value pair format for demonstrations, write a complete, self-contained prompt that includes one clear example to guide the model. The prompt should then ask the model to perform the task on a new, unseen headline: 'Global Tech Inc. announces record profits.'

Updated 2025-10-04

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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

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Science

Analyze the following prompt, which is designed to extract the primary color mentioned in a product description. What is the fundamental flaw in the way the example is provided to the model?

Task: Extract the primary color from the product description.

[Description] = [This t-shirt is available in many colors.]
[Description] = [The vibrant red car gleamed in the sun.]
[Color] =

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