Learn Before
Constructing a Text Simplification Training Sample
A text-to-text model is being trained to simplify sentences. The model learns by being shown a single text string that contains a task prefix, the complex sentence, a separator, and the target simplified sentence. Given the complex sentence 'The legislative body is currently deliberating on the proposed amendments to the existing environmental regulations' and its simplified version 'The government is discussing changes to the environmental laws', construct the complete training sample as a single string. Use 'Simplify:' as the task prefix and '→' as the separator.
0
1
Tags
Ch.1 Pre-training - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Application in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
Related
A researcher is preparing a dataset to train a text-to-text model for simplifying complex sentences. The goal is to make the text easier to understand. Given the complex sentence 'The meteorological forecast predicts significant precipitation' and its simplified version 'It will rain a lot', which of the following options correctly formats this pair as a single training sample for the model?
Constructing a Text Simplification Training Sample
Debugging a Text-to-Text Model's Training Data