It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations

9 May 2020

Papers citing "It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations"

50 / 66 papers shown

Title
Text Adversarial Attacks with Dynamic Outputs Wenqiang Wang Siyuan Liang Xiao Yan Xiaochun Cao AAML 4 0 0 26 Sep 2025
Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries Wenqiang Wang Yan Xiao Hao Lin Yangshijie Zhang Xiaochun Cao AAML 43 0 0 10 Aug 2025
Adversarial Defence without Adversarial Defence: Enhancing Language Model Robustness via Instance-level Principal Component Removal Yang Wang Chenghao Xiao Yizhi Li Stuart E. Middleton Noura Al Moubayed C. D. Lin AAML 35 1 0 29 Jul 2025
A Representation Level Analysis of NMT Model Robustness to Grammatical Errors Abderrahmane Issam Yusuf Can Semerci Jan Scholtes Gerasimos Spanakis 102 0 0 27 May 2025
FLUKE: A Linguistically-Driven and Task-Agnostic Framework for Robustness Evaluation Yulia Otmakhova Hung Thinh Truong Rahmad Mahendra Zenan Zhai Rongxin Zhu Daniel Beck Jey Han Lau ELM 258 0 0 24 Apr 2025
Pay Attention to Real World Perturbations! Natural Robustness Evaluation in Machine Reading Comprehension Yulong Wu Viktor Schlegel Riza Batista-Navarro AAML 167 1 0 23 Feb 2025
Confidence Elicitation: A New Attack Vector for Large Language Models Brian Formento Chuan-Sheng Foo See-Kiong Ng AAML 336 1 0 07 Feb 2025
Are Language Models Agnostic to Linguistically Grounded Perturbations? A Case Study of Indic Languages Poulami Ghosh Mary Dabre Pushpak Bhattacharyya AAML 181 0 0 14 Dec 2024
Algorithmic Fairness: A Tolerance Perspective Renqiang Luo Tao Tang Xiwei Xu Jiaying Liu Chengpei Xu Leo Yu Zhang Wei Xiang Chengqi Zhang FaML 119 1 0 26 Apr 2024
SemRoDe: Macro Adversarial Training to Learn Representations That are Robust to Word-Level Attacks Brian Formento Wenjie Feng Chuan-Sheng Foo Anh Tuan Luu See-Kiong Ng AAML 157 9 0 27 Mar 2024
Reversible Jump Attack to Textual Classifiers with Modification Reduction Mingze Ni Zhensu Sun Wei Liu AAML 99 0 0 21 Mar 2024
Extreme Miscalibration and the Illusion of Adversarial Robustness Vyas Raina Samson Tan Volkan Cevher Aditya Rawal Sheng Zha George Karypis AAML 152 3 0 27 Feb 2024
Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German Varieties Ekaterina Artemova Verena Blaschke Barbara Plank 117 5 0 03 Feb 2024
Tree of Attacks: Jailbreaking Black-Box LLMs Automatically Anay Mehrotra Manolis Zampetakis Paul Kassianik Blaine Nelson Hyrum Anderson Yaron Singer Amin Karbasi 151 351 0 04 Dec 2023
Break it, Imitate it, Fix it: Robustness by Generating Human-Like Attacks Aradhana Sinha Ananth Balashankar Ahmad Beirami Thi Avrahami Jilin Chen Alex Beutel AAML 112 5 0 25 Oct 2023
Using Weak Supervision and Data Augmentation in Question Answering Chumki Basu Binyuan Hui Allen McIntosh Wei Wang J. Wullert OOD 162 0 0 28 Sep 2023
Text-CRS: A Generalized Certified Robustness Framework against Textual Adversarial Attacks Xinyu Zhang Hanbin Hong Yuan Hong Peng Huang Binghui Wang Zhongjie Ba Kui Ren SILM 182 28 0 31 Jul 2023
Sample Attackability in Natural Language Adversarial Attacks Vyas Raina Mark Gales SILM 142 1 0 21 Jun 2023
Sociodemographic Bias in Language Models: A Survey and Forward Path Vipul Gupta Pranav Narayanan Venkit Shomir Wilson R. Passonneau 167 31 0 13 Jun 2023
From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework Yangyi Chen Hongcheng Gao Ganqu Cui Lifan Yuan Dehan Kong ... Longtao Huang H. Xue Zhiyuan Liu Maosong Sun Heng Ji AAML ELM 136 6 0 29 May 2023
Don't Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text Ashim Gupta Carter Blum Temma Choji Yingjie Fei Shalin S Shah Alakananda Vempala Vivek Srikumar AAML 91 12 0 25 May 2023
Attack Named Entity Recognition by Entity Boundary Interference Yifei Yang Hongqiu Wu Hai Zhao AAML 120 6 0 09 May 2023
READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises Chenglei Si Zhengyan Zhang Yingfa Chen Xiaozhi Wang Zhiyuan Liu Maosong Sun AAML 98 1 0 14 Feb 2023
Prompting GPT-3 To Be Reliable Chenglei Si Zhe Gan Zhengyuan Yang Shuohang Wang Jianfeng Wang Jordan L. Boyd-Graber Lijuan Wang KELM LRM 184 317 0 17 Oct 2022
Robustification of Multilingual Language Models to Real-world Noise in Crosslingual Zero-shot Settings with Robust Contrastive Pretraining Asa Cooper Stickland Sailik Sengupta Jason Krone Saab Mansour He He 184 9 0 10 Oct 2022
Are Synonym Substitution Attacks Really Synonym Substitution Attacks? Cheng-Han Chiang Hunghuei Lee AAML 136 5 0 06 Oct 2022
Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models Jiawei Liu Yangyang Kang Di Tang Kaisong Song Changlong Sun Wenyuan Xu Wei Lu Xiaozhong Liu AAML 166 46 0 14 Sep 2022
Teacher Guided Training: An Efficient Framework for Knowledge Transfer Manzil Zaheer A. S. Rawat Seungyeon Kim Chong You Himanshu Jain Andreas Veit Rob Fergus Surinder Kumar VLM 107 2 0 14 Aug 2022
A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges Zhenghua Chen Ruibing Jin Alvin Chan Xiaoli Li Yew-Soon Ong 90 9 0 08 May 2022
Data Governance in the Age of Large-Scale Data-Driven Language Technology Yacine Jernite Huu Nguyen Stella Biderman A. Rogers Maraim Masoud ... Jorg Frohberg Aaron Gokaslan Peter Henderson Rishi Bommasani Margaret Mitchell 122 54 0 04 May 2022
The Risks of Machine Learning Systems Samson Tan Araz Taeihagh K. Baxter 70 6 0 21 Apr 2022
Can Question Rewriting Help Conversational Question Answering? Etsuko Ishii Yan Xu Samuel Cahyawijaya Bryan Wilie 129 12 0 13 Apr 2022
VALUE: Understanding Dialect Disparity in NLU Caleb Ziems Jiaao Chen Camille Harris J. Anderson Diyi Yang ELM 188 46 0 06 Apr 2022
Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness Tejas Gokhale Swaroop Mishra Man Luo Bhavdeep Singh Sachdeva Chitta Baral 132 32 0 15 Mar 2022
Speciesist Language and Nonhuman Animal Bias in English Masked Language Models Masashi Takeshita Rafal Rzepka K. Araki 143 7 0 10 Mar 2022
Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification Zihan Wang Peiyi Wang Lianzhe Huang Xin Sun Houfeng Wang AILaw VLM 108 123 0 08 Mar 2022
Threats to Pre-trained Language Models: Survey and Taxonomy Shangwei Guo Chunlong Xie Jiwei Li Lingjuan Lyu Tianwei Zhang PILM 75 35 0 14 Feb 2022
Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech Gaoussou Youssouf Kebe Luke E. Richards Edward Raff Francis Ferraro Cynthia Matuszek SSL 121 5 0 27 Dec 2021
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 360 146 0 15 Dec 2021
Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures Eugene Bagdasaryan Vitaly Shmatikov SILM AAML 165 87 0 09 Dec 2021
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 280 93 0 06 Dec 2021
Effective and Imperceptible Adversarial Textual Attack via Multi-objectivization Shengcai Liu Ning Lu W. Hong Chao Qian Ke Tang AAML 191 15 0 02 Nov 2021
On the Universality of Deep Contextual Language ModelsICON (ICON), 2024 Shaily Bhatt Poonam Goyal Sandipan Dandapat Monojit Choudhury Sunayana Sitaram ELM 122 5 0 15 Sep 2021
Efficient Combinatorial Optimization for Word-level Adversarial Textual Attack Shengcai Liu Ning Lu Cheng Chen Ke Tang AAML 227 34 0 06 Sep 2021
Post-hoc Interpretability for Neural NLP: A Survey Andreas Madsen Siva Reddy A. Chandar XAI 213 251 0 10 Aug 2021
A Differentiable Language Model Adversarial Attack on Text Classifiers I. Fursov Alexey Zaytsev Pavel Burnyshev Ekaterina Dmitrieva Nikita Klyuchnikov A. Kravchenko Ekaterina Artemova Evgeny Burnaev SILM 99 18 0 23 Jul 2021
Spinning Sequence-to-Sequence Models with Meta-Backdoors Eugene Bagdasaryan Vitaly Shmatikov SILM AAML 123 8 0 22 Jul 2021
CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding Dong Wang Ning Ding Pijian Li Haitao Zheng AAML 111 122 0 01 Jul 2021
Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness Metrics Paula Czarnowska Yogarshi Vyas Kashif Shah 127 118 0 28 Jun 2021
A Survey of Race, Racism, and Anti-Racism in NLP Anjalie Field Su Lin Blodgett Zeerak Talat Yulia Tsvetkov 158 129 0 21 Jun 2021