Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples

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Knowledge Triples

Source Entity	Relationship	Target Entity
Adversarial Attacks Task	uses	LSTM Method
Adversarial Attacks Task	uses	Transformer Method
Frequency Guided Word Substitutions Method	achieves	F1 Score Metric
Frequency Guided Word Substitutions Method	comparesWith	Perturbation Discrimination Framework Method
Frequency Guided Word Substitutions Method	detects	Adversarial Attacks Task
Frequency Guided Word Substitutions Method	evaluates	IMDB Material
Frequency Guided Word Substitutions Method	evaluates	RoBERTa Material
Frequency Guided Word Substitutions Method	evaluates	SST 2 Material