Don’t Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases

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Knowledge Triples

Source Entity	Relationship	Target Entity
Naive Model Method	trainedOn	Dataset Biases Material
Robust Model Method	evaluatedIn	Adversarial Question Answering Test Set Material
Robust Model Method	evaluatedIn	Changing Priors Dataset Material
Robust Model Method	evaluatedIn	Out of Domain Test Sets Material