Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation

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Knowledge Triples

Source Entity	Relationship	Target Entity
Adversarial Data OtherEntity	improves	Question Answering Task
AdversarialQA Material	evaluates	Model Robustness Metric
Crowd Workers OtherEntity	tests	Model Robustness Metric
F1 Score Metric	measures	AdversarialQA Material
Synthetic Data Generation Method	creates	Adversarial Data OtherEntity
Synthetic Data Generation Method	partOf	Data Amplification Method