Is BERT Really Robust? A Strong Baseline for Natural Language Attack on
Text Classification and Entailment

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Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment

27 July 2019

Peter Szolovits

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Papers citing "Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment"

17 / 567 papers shown

Title
When BERT Plays the Lottery, All Tickets Are Winning Sai Prasanna Anna Rogers Anna Rumshisky MILM 88 187 0 01 May 2020
Reevaluating Adversarial Examples in Natural Language John X. Morris Eli Lifland Jack Lanchantin Yangfeng Ji Yanjun Qi SILM AAML 180 114 0 25 Apr 2020
On Adversarial Examples for Biomedical NLP Tasks Vladimir Araujo Andrés Carvallo Carlos Aspillaga Denis Parra MedIm AAML OOD 48 13 0 23 Apr 2020
Adversarial Training for Large Neural Language Models Xiaodong Liu Hao Cheng Pengcheng He Weizhu Chen Yu Wang Hoifung Poon Jianfeng Gao AAML 83 186 0 20 Apr 2020
Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples Maximilian Mozes Pontus Stenetorp Bennett Kleinberg Lewis D. Griffin AAML 177 103 0 13 Apr 2020
Deep Learning Based Text Classification: A Comprehensive Review Shervin Minaee Nal Kalchbrenner Min Zhang Narjes Nikzad M. Asgari-Chenaghlu Jianfeng Gao AILaw VLM AI4TS 116 1,114 0 06 Apr 2020
BAE: BERT-based Adversarial Examples for Text Classification Siddhant Garg Goutham Ramakrishnan AAML SILM 213 557 0 04 Apr 2020
Noisy Text Data: Achilles' Heel of BERT Ankit Kumar Piyush Makhija Anuj Gupta 23 6 0 29 Mar 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 383 1,498 0 18 Mar 2020
Gradient-based adversarial attacks on categorical sequence models via traversing an embedded world I. Fursov Alexey Zaytsev Nikita Klyuchnikov A. Kravchenko Evgeny Burnaev AAML SILM 46 11 0 09 Mar 2020
A Primer in BERTology: What we know about how BERT works Anna Rogers Olga Kovaleva Anna Rumshisky OffRL 125 1,510 0 27 Feb 2020
Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks Carlos Aspillaga Andrés Carvallo Vladimir Araujo ELM 69 31 0 14 Feb 2020
T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack Wei Ping Hengzhi Pei Boyuan Pan Han Liu Shuohang Wang Yangqiu Song AAML 69 6 0 22 Dec 2019
Smoothed Inference for Adversarially-Trained Models Yaniv Nemcovsky Evgenii Zheltonozhskii Chaim Baskin Brian Chmiel Maxim Fishman A. Bronstein A. Mendelson AAML FedML 53 2 0 17 Nov 2019
SPARK: Spatial-aware Online Incremental Attack Against Visual Tracking Qing Guo Xiaofei Xie Felix Juefei-Xu Lei Ma Zhongguo Li Wanli Xue Wei Feng Yang Liu AAML 42 4 0 19 Oct 2019
Mixup Inference: Better Exploiting Mixup to Defend Adversarial Attacks Tianyu Pang Kun Xu Jun Zhu AAML 89 105 0 25 Sep 2019
Generating Natural Adversarial Examples Zhengli Zhao Dheeru Dua Sameer Singh GAN AAML 194 601 0 31 Oct 2017