121 citations · 199 across the 10 of their papers we have counts for
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cs.CL2020
Contextualized Perturbation for Textual Adversarial Attack
Dianqi Li, Yizhe Zhang, Hao Peng +4
Adversarial examples expose the vulnerabilities of natural language processing (NLP) models, and can be used to evaluate and improve their robustness. Existing techniques of genera…
cs.CL2020★ 2 cited
A Mixture of Heads is Better than Heads
Hao Peng, Roy Schwartz, Dianqi Li +1
Multi-head attentive neural architectures have achieved state-of-the-art results on a variety of natural language processing tasks. Evidence has shown that they are overparameteriz…