Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing

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Counterfactual Data Augmentation

Method

Dependency Bias

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Entity Typing

Task

Lexical Overlapping Bias

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Mention Context Bias

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Named Entity Bias

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Overgeneralization Bias

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Pronoun Bias

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Spurious Correlations

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UFET Dataset

Material