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2012.15699
Cited By
Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning
31 December 2020
Chenglei Si
Zhengyan Zhang
Fanchao Qi
Zhiyuan Liu
Yasheng Wang
Qun Liu
Maosong Sun
AAML
SILM
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Papers citing
"Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning"
19 / 19 papers shown
Title
DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising
Zhenhao Li
Huichi Zhou
Marek Rei
Lucia Specia
DiffM
34
0
0
28 Jun 2024
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability
Chengtai Cao
Fan Zhou
Yurou Dai
Jianping Wang
Kunpeng Zhang
AAML
24
28
0
21 Dec 2022
On-the-fly Denoising for Data Augmentation in Natural Language Understanding
Tianqing Fang
Wenxuan Zhou
Fangyu Liu
Hongming Zhang
Yangqiu Song
Muhao Chen
41
1
0
20 Dec 2022
Robust Lottery Tickets for Pre-trained Language Models
Rui Zheng
Rong Bao
Yuhao Zhou
Di Liang
Sirui Wang
Wei Wu
Tao Gui
Qi Zhang
Xuanjing Huang
AAML
30
13
0
06 Nov 2022
Textual Manifold-based Defense Against Natural Language Adversarial Examples
D. M. Nguyen
Anh Tuan Luu
AAML
27
17
0
05 Nov 2022
RoChBert: Towards Robust BERT Fine-tuning for Chinese
Zihan Zhang
Jinfeng Li
Ning Shi
Bo Yuan
Xiangyu Liu
Rong Zhang
Hui Xue
Donghong Sun
Chao Zhang
AAML
34
4
0
28 Oct 2022
ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation
Fan Yin
Yao Li
Cho-Jui Hsieh
Kai-Wei Chang
AAML
69
4
0
22 Oct 2022
Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP
Yangyi Chen
Hongcheng Gao
Ganqu Cui
Fanchao Qi
Longtao Huang
Zhiyuan Liu
Maosong Sun
SILM
25
45
0
19 Oct 2022
ROSE: Robust Selective Fine-tuning for Pre-trained Language Models
Lan Jiang
Hao Zhou
Yankai Lin
Peng Li
Jie Zhou
R. Jiang
AAML
37
8
0
18 Oct 2022
Shortcut Learning of Large Language Models in Natural Language Understanding
Mengnan Du
Fengxiang He
Na Zou
Dacheng Tao
Xia Hu
KELM
OffRL
40
84
0
25 Aug 2022
PromptDA: Label-guided Data Augmentation for Prompt-based Few-shot Learners
Canyu Chen
Kai Shu
VLM
31
8
0
18 May 2022
EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification
Minyi Zhao
Lu Zhang
Yi Xu
Jiandong Ding
Jihong Guan
Shuigeng Zhou
VLM
49
10
0
24 Apr 2022
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation
Kaustubh D. Dhole
Varun Gangal
Sebastian Gehrmann
Aadesh Gupta
Zhenhao Li
...
Tianbao Xie
Usama Yaseen
Michael A. Yee
Jing Zhang
Yue Zhang
174
86
0
06 Dec 2021
Data Augmentation Approaches in Natural Language Processing: A Survey
Bohan Li
Yutai Hou
Wanxiang Che
130
271
0
05 Oct 2021
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations
Samson Tan
Chenyu You
Min-Yen Kan
R. Socher
166
103
0
09 May 2020
Robust Encodings: A Framework for Combating Adversarial Typos
Erik Jones
Robin Jia
Aditi Raghunathan
Percy Liang
AAML
142
102
0
04 May 2020
A Reinforced Generation of Adversarial Examples for Neural Machine Translation
Wei Zou
Shujian Huang
Jun Xie
Xinyu Dai
Jiajun Chen
AAML
SILM
32
26
0
09 Nov 2019
Certified Robustness to Adversarial Word Substitutions
Robin Jia
Aditi Raghunathan
Kerem Göksel
Percy Liang
AAML
185
291
0
03 Sep 2019
Generating Natural Language Adversarial Examples
M. Alzantot
Yash Sharma
Ahmed Elgohary
Bo-Jhang Ho
Mani B. Srivastava
Kai-Wei Chang
AAML
258
915
0
21 Apr 2018
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