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Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractDespite their promising results on standard benchmarks, NLU models are still prone to make predictions based on shortcuts caused by unintended bias in the dataset. For example, an NLI model …...

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