A little goes a long way: Improving toxic language classification despite data scarcity

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Knowledge Triples

Source Entity	Relationship	Target Entity
Data Augmentation Method	affects	Computational Overhead OtherEntity
Data Augmentation Method	impacts	Toxic Language Classification Task
GPT-2 Material	usedIn	Data Augmentation Method
Shallow Logistic Regression Method	measuredBy	Performance Metric
Toxic Language Classification Task	improves	Data Augmentation Method