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Example of a Translation Training Sample
A training sample for a translation task illustrates the sequence-to-sequence structure by distinguishing the source text from the target text. For instance, in a task translating from Chinese to English, a training sample can be expressed as: . Here, the arrow () separates the source text, which encompasses the task instruction and the input, from the target text, representing the system's response. Additionally, and designate the start symbols on the source and target sides, respectively.
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Foundations of Large Language Models
Ch.1 Pre-training - Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
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T5 Sample Format
A developer wants to frame a sentiment analysis task for a text-processing system. The goal is to classify the sentence 'The movie was fantastic!' as 'positive'. Based on the standard 'Source Text → Target Text' structure, which of the following options correctly formats this task?
Diagnosing a Model Training Issue
Match each Natural Language Processing (NLP) task with its correctly formatted 'Source Text → Target Text' representation.
Example of a Translation Training Sample