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Found 2 papers, 1 papers with code
Towards Robust Text Classification: Mitigating Spurious Correlations with Causal Learning
In text classification tasks, models often rely on spurious correlations for predictions, incorrectly associating irrelevant features with the target labels.
Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models
Language models (LMs), despite their advances, often depend on spurious correlations, undermining their accuracy and generalizability.
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