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A research team is exploring the capabilities of a model that uses a unified 'text-to-text' framework. The model processes an input string (which includes a prefix indicating the task) and generates an output string. Match each of the following natural language processing tasks with the most appropriate input/output format that represents it within this framework.
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Ch.1 Pre-training - 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
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Example of a T5 Translation Scoring Sample
A developer wants to adapt a pre-trained model that uses a unified text-to-text framework for a new task: sentiment analysis. The goal is for the model to read a customer review and output one of three labels: 'positive', 'negative', or 'neutral'. Which of the following represents the best-formatted source text to send to the model to classify the review 'The battery life is incredible!'?
Designing a New NLP Task Format
A research team is exploring the capabilities of a model that uses a unified 'text-to-text' framework. The model processes an input string (which includes a prefix indicating the task) and generates an output string. Match each of the following natural language processing tasks with the most appropriate input/output format that represents it within this framework.