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"

29 / 29 papers shown

Title
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 67 0 0 24 Apr 2025
Confidence Elicitation: A New Attack Vector for Large Language Models Brian Formento Chuan-Sheng Foo See-Kiong Ng AAML 99 0 0 07 Feb 2025
Using Weak Supervision and Data Augmentation in Question Answering Chumki Basu Binyuan Hui Allen McIntosh Wei Wang J. Wullert OOD 44 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 29 18 0 31 Jul 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 27 6 0 29 May 2023
Attack Named Entity Recognition by Entity Boundary Interference Yifei Yang Hongqiu Wu Hai Zhao AAML 24 5 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 22 1 0 14 Feb 2023
Can Question Rewriting Help Conversational Question Answering? Etsuko Ishii Yan Xu Samuel Cahyawijaya Bryan Wilie 31 9 0 13 Apr 2022
VALUE: Understanding Dialect Disparity in NLU Caleb Ziems Jiaao Chen Camille Harris J. Anderson Diyi Yang ELM 41 41 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 42 29 0 15 Mar 2022
Speciesist Language and Nonhuman Animal Bias in English Masked Language Models Masashi Takeshita Rafal Rzepka K. Araki 24 6 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 19 99 0 08 Mar 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 18 5 0 27 Dec 2021
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 139 130 0 15 Dec 2021
Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures Eugene Bagdasaryan Vitaly Shmatikov SILM AAML 22 75 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 171 86 0 06 Dec 2021
Effective and Imperceptible Adversarial Textual Attack via Multi-objectivization Shengcai Liu Ning Lu W. Hong Chao Qian Ke Tang AAML 11 14 0 02 Nov 2021
Spinning Sequence-to-Sequence Models with Meta-Backdoors Eugene Bagdasaryan Vitaly Shmatikov SILM AAML 33 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 31 115 0 01 Jul 2021
Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness Metrics Paula Czarnowska Yogarshi Vyas Kashif Shah 21 104 0 28 Jun 2021
A Survey of Race, Racism, and Anti-Racism in NLP Anjalie Field Su Lin Blodgett Zeerak Talat Yulia Tsvetkov 31 122 0 21 Jun 2021
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP Jiaao Chen Derek Tam Colin Raffel Mohit Bansal Diyi Yang 26 172 0 14 Jun 2021
Reliability Testing for Natural Language Processing Systems Samson Tan Shafiq R. Joty K. Baxter Araz Taeihagh G. Bennett Min-Yen Kan 13 38 0 06 May 2021
Addressing the Vulnerability of NMT in Input Perturbations Weiwen Xu A. Aw Yang Ding Kui Wu Shafiq R. Joty AAML 21 10 0 20 Apr 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 14 85 0 14 Apr 2021
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots Samson Tan Shafiq R. Joty AAML 23 35 0 17 Mar 2021
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding Samson Tan Shafiq R. Joty L. Varshney Min-Yen Kan 4 34 0 30 Apr 2020
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 245 914 0 21 Apr 2018
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 193 711 0 17 Apr 2018