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08/24/2023
Don't blame Dataset Shift! Shortcut Learning due to Gradients and Cross Entropy
Common explanations for shortcut learning assume that the shortcut impro...
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08/08/2023
When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations
In machine learning, incorporating more data is often seen as a reliable...
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05/16/2021
Doc2Dict: Information Extraction as Text Generation
Typically, information extraction (IE) requires a pipeline approach: fir...
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01/25/2018