Using Punctuation as an Adversarial Attack on Deep Learning-Based NLP Systems: An Empirical Study

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Knowledge Triples

Source Entity	Relationship	Target Entity
Punctuation Insertions Method	comparesWith	Character Insertions OtherEntity
Punctuation Insertions Method	isA	Punctuation Attacks OtherEntity
Punctuation Insertions Method	outperforms	Word Level Attacks OtherEntity