36 citations · 53 across the 12 of their papers we have counts for
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cs.CL2022★ 3 cited
Are Synonym Substitution Attacks Really Synonym Substitution Attacks?
Cheng-Han Chiang, Hung-yi Lee
In this paper, we explore the following question: Are synonym substitution attacks really synonym substitution attacks (SSAs)? We approach this question by examining how SSAs repla…
cs.CL2022★ 3 cited
Re-Examining Human Annotations for Interpretable NLP
Cheng-Han Chiang, Hung-yi Lee
Explanation methods in Interpretable NLP often explain the model's decision by extracting evidence (rationale) from the input texts supporting the decision. Benchmark datasets for…
cs.CL2022★ 1 cited
Understanding, Detecting, and Separating Out-of-Distribution Samples and Adversarial Samples in Text Classification
Cheng-Han Chiang, Hung-yi Lee
In this paper, we study the differences and commonalities between statistically out-of-distribution (OOD) samples and adversarial (Adv) samples, both of which hurting a text classi…