Topic: classifier

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What Does 99% Accuracy Measure? A Reproducible Audit of Shortcut Learning in a Widely Used Fake News Corpus

A study found that text classifiers achieve over 99% accuracy on a widely used fake news dataset, raising questions about the reliability of such high accuracy claims due to the challenges in accurately assessing fake news. The research employs a reproducible audit using simple methods to highlight potential issues with the dataset's utility for training robust models.

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