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cs.CL2022
Gender Bias and Universal Substitution Adversarial Attacks on Grammatical Error Correction Systems for Automated Assessment
Vyas Raina, Mark Gales
Grammatical Error Correction (GEC) systems perform a sequence-to-sequence task, where an input word sequence containing grammatical errors, is corrected for these errors by the GEC…
cs.CL2022★ 5 cited
Residue-Based Natural Language Adversarial Attack Detection
Vyas Raina, Mark Gales
Deep learning based systems are susceptible to adversarial attacks, where a small, imperceptible change at the input alters the model prediction. However, to date the majority of t…