On the Sensitivity and Stability of Model Interpretations in NLP

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Knowledge Triples

Source Entity	Relationship	Target Entity
Adversarial Robustness Metric	adopts	Post hoc interpretations OtherEntity
Dependency Syntax OtherEntity	appliesTo	Post hoc interpretations OtherEntity
Faithfulness Metric	complements	Sensitivity Metric
Faithfulness Metric	complements	Stability Metric
Post hoc interpretations OtherEntity	measures	Faithfulness Metric
Text Classification Task	appliesTo	Post hoc interpretations OtherEntity