Example of a Task Description for Coreference and Anaphora Resolution
A specific instruction for a coreference and anaphora resolution task, which can be used as the {task-description} in a prompt template, is 'detect the coreference and anaphoric links between entities from the text.' This command directs a model to identify mentions that refer to the same entity within a document.
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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
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Example of a Task Description for Keyword Extraction
Example of a Task Description for Event Extraction
Example of a Task Description for Coreference and Anaphora Resolution
Consider the following instruction given to a language model: 'You will be provided with a text. Your task is to identify and list all the dates mentioned.' Which portion of this instruction constitutes the generic, reusable template that could be adapted for other information extraction goals?
Applying a Prompt Template for a New Task
A data science team needs to create a system that can perform several different information extraction tasks, such as identifying company names, extracting key dates, and listing product features from various documents. Which of the following prompt structures provides the most effective and reusable foundation for these different tasks?
Learn After
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