Universal Adversarial Triggers for Attacking and Analyzing NLP

20 August 2019

Papers citing "Universal Adversarial Triggers for Attacking and Analyzing NLP"

50 / 185 papers shown

Title
XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models Paul Röttger Hannah Rose Kirk Bertie Vidgen Giuseppe Attanasio Federico Bianchi Dirk Hovy ALM ELM AILaw 27 125 0 02 Aug 2023
Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal Language Models Erfan Shayegani Yue Dong Nael B. Abu-Ghazaleh 47 127 0 26 Jul 2023
Jailbroken: How Does LLM Safety Training Fail? Alexander Wei Nika Haghtalab Jacob Steinhardt 101 839 0 05 Jul 2023
Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting Chen Chen Yufei Wang Aixin Sun Bing Li Kwok-Yan Lam 32 39 0 04 Jul 2023
Make Text Unlearnable: Exploiting Effective Patterns to Protect Personal Data Xinzhe Li Ming Liu Shang Gao MU 35 8 0 02 Jul 2023
Adversarial Clean Label Backdoor Attacks and Defenses on Text Classification Systems Ashim Gupta Amrith Krishna AAML 22 16 0 31 May 2023
The Utility of Large Language Models and Generative AI for Education Research Andrew Katz Umair Shakir B. Chambers AI4CE 27 6 0 29 May 2023
Data Redaction from Conditional Generative Models Zhifeng Kong Kamalika Chaudhuri KELM 16 7 0 18 May 2023
Assessing Hidden Risks of LLMs: An Empirical Study on Robustness, Consistency, and Credibility Wen-song Ye Mingfeng Ou Tianyi Li Yipeng Chen Xuetao Ma ... Sai Wu Jie Fu Gang Chen Haobo Wang J. Zhao 46 36 0 15 May 2023
Active Prompting with Chain-of-Thought for Large Language Models Shizhe Diao Pengcheng Wang Yong Lin Tong Zhang ReLM KELM LLMAG LRM 31 121 0 23 Feb 2023
Can discrete information extraction prompts generalize across language models? Nathanaël Carraz Rakotonirina Roberto Dessì Fabio Petroni Sebastian Riedel Marco Baroni 31 7 0 20 Feb 2023
LabelPrompt: Effective Prompt-based Learning for Relation Classification Wenbo Zhang Xiaoning Song Zhenhua Feng Tianyang Xu Xiaojun Wu VLM 35 4 0 16 Feb 2023
Backdoor Learning for NLP: Recent Advances, Challenges, and Future Research Directions Marwan Omar SILM AAML 33 20 0 14 Feb 2023
Evaluating the Robustness of Discrete Prompts Yoichi Ishibashi Danushka Bollegala Katsuhito Sudoh Satoshi Nakamura 23 18 0 11 Feb 2023
Nationality Bias in Text Generation Pranav Narayanan Venkit Sanjana Gautam Ruchi Panchanadikar Ting-Hao 'Kenneth' Huang Shomir Wilson 35 51 0 05 Feb 2023
Dissociating language and thought in large language models Kyle Mahowald Anna A. Ivanova I. Blank Nancy Kanwisher J. Tenenbaum Evelina Fedorenko ELM ReLM 29 209 0 16 Jan 2023
Multi-Scales Data Augmentation Approach In Natural Language Inference For Artifacts Mitigation And Pre-Trained Model Optimization Zhenyu Lu 20 1 0 16 Dec 2022
Despite "super-human" performance, current LLMs are unsuited for decisions about ethics and safety Joshua Albrecht Ellie Kitanidis Abraham J. Fetterman ELM ReLM ALM LRM 27 17 0 13 Dec 2022
AutoReply: Detecting Nonsense in Dialogue Introspectively with Discriminative Replies Weiyan Shi Emily Dinan Adithya Renduchintala Daniel Fried Athul Paul Jacob Zhou Yu M. Lewis AAML 28 2 0 22 Nov 2022
Validating Large Language Models with ReLM Michael Kuchnik Virginia Smith George Amvrosiadis 32 27 0 21 Nov 2022
Towards Human-Centred Explainability Benchmarks For Text Classification Viktor Schlegel Erick Mendez Guzman R. Batista-Navarro 20 5 0 10 Nov 2022
SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control Xiaochuang Han Sachin Kumar Yulia Tsvetkov 35 79 0 31 Oct 2022
Emergent Linguistic Structures in Neural Networks are Fragile Emanuele La Malfa Matthew Wicker Marta Kiatkowska 22 1 0 31 Oct 2022
A Simple, Yet Effective Approach to Finding Biases in Code Generation Spyridon Mouselinos Mateusz Malinowski Henryk Michalewski 18 7 0 31 Oct 2022
TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack Yu Cao Dianqi Li Meng Fang Dinesh Manocha Jun Gao Yibing Zhan Dacheng Tao AAML 26 15 0 27 Oct 2022
Leveraging Affirmative Interpretations from Negation Improves Natural Language Understanding Md Mosharaf Hossain Eduardo Blanco 35 4 0 26 Oct 2022
RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering Victor Zhong Weijia Shi Wen-tau Yih Luke Zettlemoyer 17 19 0 25 Oct 2022
Universal Evasion Attacks on Summarization Scoring Wenchuan Mu Kwan Hui Lim AAML 38 1 0 25 Oct 2022
Realistic Data Augmentation Framework for Enhancing Tabular Reasoning D. K. Santhosh Kumar Vivek Gupta Soumya Sharma Shuo Zhang LMTD 21 3 0 23 Oct 2022
On the Transformation of Latent Space in Fine-Tuned NLP Models Nadir Durrani Hassan Sajjad Fahim Dalvi Firoj Alam 32 18 0 23 Oct 2022
TCAB: A Large-Scale Text Classification Attack Benchmark Kalyani Asthana Zhouhang Xie Wencong You Adam Noack Jonathan Brophy Sameer Singh Daniel Lowd 39 3 0 21 Oct 2022
Communication breakdown: On the low mutual intelligibility between human and neural captioning Roberto Dessì Eleonora Gualdoni Francesca Franzon Gemma Boleda Marco Baroni VLM 32 6 0 20 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 20 45 0 19 Oct 2022
Emerging Threats in Deep Learning-Based Autonomous Driving: A Comprehensive Survey Huiyun Cao Wenlong Zou Yinkun Wang Ting Song Mengjun Liu AAML 54 4 0 19 Oct 2022
Mitigating Covertly Unsafe Text within Natural Language Systems Alex Mei Anisha Kabir Sharon Levy Melanie Subbiah Emily Allaway J. Judge D. Patton Bruce Bimber Kathleen McKeown William Yang Wang 53 13 0 17 Oct 2022
Detecting Backdoors in Deep Text Classifiers Youyan Guo Jun Wang Trevor Cohn SILM 30 1 0 11 Oct 2022
Metaphorical Paraphrase Generation: Feeding Metaphorical Language Models with Literal Texts Giorgio Ottolina John Pavlopoulos 26 1 0 10 Oct 2022
InferES : A Natural Language Inference Corpus for Spanish Featuring Negation-Based Contrastive and Adversarial Examples Venelin Kovatchev Mariona Taulé 33 4 0 06 Oct 2022
Understanding Prior Bias and Choice Paralysis in Transformer-based Language Representation Models through Four Experimental Probes Ke Shen Mayank Kejriwal 27 4 0 03 Oct 2022
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 162 414 0 03 Oct 2022
Law Informs Code: A Legal Informatics Approach to Aligning Artificial Intelligence with Humans John J. Nay ELM AILaw 88 27 0 14 Sep 2022
Why So Toxic? Measuring and Triggering Toxic Behavior in Open-Domain Chatbots Waiman Si Michael Backes Jeremy Blackburn Emiliano De Cristofaro Gianluca Stringhini Savvas Zannettou Yang Zhang 36 58 0 07 Sep 2022
PromptAttack: Prompt-based Attack for Language Models via Gradient Search Yundi Shi Piji Li Changchun Yin Zhaoyang Han Zhe Liu Zhe Liu AAML SILM 29 18 0 05 Sep 2022
A Survey on Measuring and Mitigating Reasoning Shortcuts in Machine Reading Comprehension Xanh Ho Johannes Mario Meissner Saku Sugawara Akiko Aizawa OffRL 35 4 0 05 Sep 2022
Why Do Neural Language Models Still Need Commonsense Knowledge to Handle Semantic Variations in Question Answering? Sunjae Kwon Cheongwoong Kang Jiyeon Han Jaesik Choi 29 0 0 01 Sep 2022
A Context-Aware Approach for Textual Adversarial Attack through Probability Difference Guided Beam Search Huijun Liu Jie Yu Shasha Li Jun Ma Bin Ji AAML 38 1 0 17 Aug 2022
A Comprehensive Survey of Natural Language Generation Advances from the Perspective of Digital Deception Keenan I. Jones Enes ALTUNCU V. N. Franqueira Yi-Chia Wang Shujun Li DeLMO 36 3 0 11 Aug 2022
ferret: a Framework for Benchmarking Explainers on Transformers Giuseppe Attanasio Eliana Pastor C. Bonaventura Debora Nozza 33 30 0 02 Aug 2022
TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models A. Davody David Ifeoluwa Adelani Thomas Kleinbauer Dietrich Klakow 22 4 0 15 Jun 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 59 14 0 11 Jun 2022