Adversarial Examples for Evaluating Reading Comprehension Systems

23 July 2017

Robin Jia

Papers citing "Adversarial Examples for Evaluating Reading Comprehension Systems"

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The Price of Implicit Bias in Adversarially Robust Generalization Nikolaos Tsilivis Natalie Frank Nathan Srebro Julia Kempe 45 3 0 07 Jun 2024
What Makes Language Models Good-enough? Daiki Asami Saku Sugawara 26 1 0 06 Jun 2024
MultiMax: Sparse and Multi-Modal Attention Learning Yuxuan Zhou Mario Fritz M. Keuper 42 1 0 03 Jun 2024
Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training Feiteng Fang Yuelin Bai Shiwen Ni Min Yang Xiaojun Chen Ruifeng Xu AAML RALM 41 30 0 31 May 2024
KU-DMIS at EHRSQL 2024:Generating SQL query via question templatization in EHR Hajung Kim Chanhwi Kim Hoonick Lee Kyochul Jang Jiwoo Lee Kyungjae Lee Gangwoo Kim Jaewoo Kang 28 0 0 22 May 2024
DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual Explanations Nima Fathi Amar Kumar Brennan Nichyporuk Mohammad Havaei Tal Arbel DiffM CML 42 0 0 15 May 2024
BB-Patch: BlackBox Adversarial Patch-Attack using Zeroth-Order Optimization Satyadwyoom Kumar Saurabh Gupta Arun Balaji Buduru AAML 21 0 0 09 May 2024
On Adversarial Examples for Text Classification by Perturbing Latent Representations Korn Sooksatra Bikram Khanal Pablo Rivas SILM AAML 29 3 0 06 May 2024
Assessing Adversarial Robustness of Large Language Models: An Empirical Study Zeyu Yang Zhao Meng Xiaochen Zheng Roger Wattenhofer ELM AAML 31 7 0 04 May 2024
Harmonic LLMs are Trustworthy Nicholas S. Kersting Mohammad Rahman Suchismitha Vedala Yang Wang 40 0 0 30 Apr 2024
Towards Unbiased Evaluation of Detecting Unanswerable Questions in EHRSQL Yongjin Yang Sihyeon Kim Sangmook Kim Gyubok Lee Se-Young Yun Edward Choi 33 2 0 29 Apr 2024
Characterizing LLM Abstention Behavior in Science QA with Context Perturbations Bingbing Wen Bill Howe Lucy Lu Wang 23 8 0 18 Apr 2024
Fact :Teaching MLLMs with Faithful, Concise and Transferable Rationales Minghe Gao Shuang Chen Liang Pang Yuan Yao Jisheng Dang Wenqiao Zhang Juncheng Li Siliang Tang Yueting Zhuang Tat-Seng Chua LRM 34 5 0 17 Apr 2024
Simpler becomes Harder: Do LLMs Exhibit a Coherent Behavior on Simplified Corpora? Miriam Anschütz Edoardo Mosca Georg Groh 31 0 0 10 Apr 2024
Towards Building a Robust Toxicity Predictor Dmitriy Bespalov Sourav S. Bhabesh Yi Xiang Liutong Zhou Yanjun Qi AAML 111 10 0 09 Apr 2024
Semantic Stealth: Adversarial Text Attacks on NLP Using Several Methods Roopkatha Dey Aivy Debnath Sayak Kumar Dutta Kaustav Ghosh Arijit Mitra Arghya Roy Chowdhury Jaydip Sen AAML SILM 21 1 0 08 Apr 2024
The Death of Feature Engineering? BERT with Linguistic Features on SQuAD 2.0 Jiawei Li Yue Zhang VLM 16 1 0 04 Apr 2024
Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors Victoria Graf Qin Liu Muhao Chen AAML 34 8 0 02 Apr 2024
Evaluating Large Language Models Using Contrast Sets: An Experimental Approach Manish Sanwal 20 5 0 02 Apr 2024
Cross-Lingual Transfer Robustness to Lower-Resource Languages on Adversarial Datasets Shadi Manafi Nikhil Krishnaswamy AAML 45 0 0 29 Mar 2024
Robust and Scalable Model Editing for Large Language Models Yingfa Chen Zhengyan Zhang Xu Han Chaojun Xiao Zhiyuan Liu Chen Chen Kuai Li Tao Yang Maosong Sun KELM 34 2 0 26 Mar 2024
ChatGPT Incorrectness Detection in Software Reviews M. Tanzil Junaed Younus Khan Gias Uddin 19 4 0 25 Mar 2024
Context Quality Matters in Training Fusion-in-Decoder for Extractive Open-Domain Question Answering Kosuke Akimoto Kunihiro Takeoka M. Oyamada 38 1 0 21 Mar 2024
Reversible Jump Attack to Textual Classifiers with Modification Reduction Mingze Ni Zhensu Sun Wei Liu AAML 28 0 0 21 Mar 2024
SSCAE -- Semantic, Syntactic, and Context-aware natural language Adversarial Examples generator J. Asl Mohammad H. Rafiei Manar Alohaly Daniel Takabi AAML SILM 28 3 0 18 Mar 2024
The Impact of Quantization on the Robustness of Transformer-based Text Classifiers Seyed Parsa Neshaei Yasaman Boreshban Gholamreza Ghassem-Sani Seyed Abolghasem Mirroshandel MQ 36 0 0 08 Mar 2024
Should We Fear Large Language Models? A Structural Analysis of the Human Reasoning System for Elucidating LLM Capabilities and Risks Through the Lens of Heidegger's Philosophy Jianqiiu Zhang ELM 40 1 0 05 Mar 2024
Pointing out the Shortcomings of Relation Extraction Models with Semantically Motivated Adversarials Gennaro Nolano Moritz Blum Basil Ell Philipp Cimiano 27 1 0 29 Feb 2024
Adversarial Math Word Problem Generation Roy Xie Chengxuan Huang Junlin Wang Bhuwan Dhingra AAML 28 1 0 27 Feb 2024
Extreme Miscalibration and the Illusion of Adversarial Robustness Vyas Raina Samson Tan V. Cevher Aditya Rawal Sheng Zha George Karypis AAML 41 2 0 27 Feb 2024
A Machine Learning Approach to Detect Customer Satisfaction From Multiple Tweet Parameters Md Mahmudul Hasan Dr. Shaikh Anowarul Fattah 22 0 0 25 Feb 2024
Fast Adversarial Attacks on Language Models In One GPU Minute Vinu Sankar Sadasivan Shoumik Saha Gaurang Sriramanan Priyatham Kattakinda Atoosa Malemir Chegini S. Feizi MIALM 35 34 0 23 Feb 2024
InfFeed: Influence Functions as a Feedback to Improve the Performance of Subjective Tasks Somnath Banerjee Maulindu Sarkar Punyajoy Saha Binny Mathew Animesh Mukherjee TDI 34 0 0 22 Feb 2024
EvoGrad: A Dynamic Take on the Winograd Schema Challenge with Human Adversaries Jing Han Sun Ali Emami 40 3 0 20 Feb 2024
Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question? Nishant Balepur Abhilasha Ravichander Rachel Rudinger ELM 37 19 0 19 Feb 2024
Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models Christian Schlarmann Naman D. Singh Francesco Croce Matthias Hein VLM AAML 47 37 0 19 Feb 2024
What Evidence Do Language Models Find Convincing? Alexander Wan Eric Wallace Dan Klein 203 28 0 19 Feb 2024
A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models Cuong Dang Dung D. Le Thai Le AAML 29 2 0 18 Feb 2024
Quantum-Inspired Analysis of Neural Network Vulnerabilities: The Role of Conjugate Variables in System Attacks Jun-Jie Zhang Deyu Meng AAML 12 3 0 16 Feb 2024
Camouflage is all you need: Evaluating and Enhancing Language Model Robustness Against Camouflage Adversarial Attacks Álvaro Huertas-García Alejandro Martín Javier Huertas-Tato David Camacho AAML 20 0 0 15 Feb 2024
Language-Based Augmentation to Address Shortcut Learning in Object Goal Navigation Dennis Hoftijzer Gertjan J. Burghouts Luuk J. Spreeuwers 13 1 0 07 Feb 2024
Desiderata for the Context Use of Question Answering Systems Sagi Shaier Lawrence E Hunter K. Wense 28 4 0 31 Jan 2024
Improving QA Model Performance with Cartographic Inoculation Allen Chen Okan Tankirulu AAML 20 1 0 30 Jan 2024
Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks Andy Zhou Bo Li Haohan Wang AAML 41 72 0 30 Jan 2024
A Survey on Data Augmentation in Large Model Era Yue Zhou Chenlu Guo Xu Wang Yi-Ju Chang Yuan Wu LM&MA VLM 49 23 0 27 Jan 2024
Finding a Needle in the Adversarial Haystack: A Targeted Paraphrasing Approach For Uncovering Edge Cases with Minimal Distribution Distortion Aly M. Kassem Sherif Saad AAML 25 1 0 21 Jan 2024
How the Advent of Ubiquitous Large Language Models both Stymie and Turbocharge Dynamic Adversarial Question Generation Yoo Yeon Sung Ishani Mondal Jordan L. Boyd-Graber 30 0 0 20 Jan 2024
A Critical Reflection on the Use of Toxicity Detection Algorithms in Proactive Content Moderation Systems Mark Warner Angelika Strohmayer Matthew Higgs Lynne Coventry 16 5 0 19 Jan 2024
Power in Numbers: Robust reading comprehension by finetuning with four adversarial sentences per example Ariel Marcus AAML 17 0 0 18 Jan 2024
The Earth is Flat? Unveiling Factual Errors in Large Language Models Wenxuan Wang Juluan Shi Zhaopeng Tu Youliang Yuan Jen-tse Huang Wenxiang Jiao Michael R. Lyu KELM HILM SyDa 47 1 0 01 Jan 2024