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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Title
Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets Nelson F. Liu Roy Schwartz Noah A. Smith AAML 23 104 0 04 Apr 2019
Frustratingly Poor Performance of Reading Comprehension Models on Non-adversarial Examples S. Parikh Ananya B. Sai Preksha Nema Mitesh M. Khapra AAML 31 0 0 04 Apr 2019
White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks Yotam Gil Yoav Chai O. Gorodissky Jonathan Berant MLAU AAML 11 44 0 04 Apr 2019
Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches Shane Storks Qiaozi Gao J. Chai 18 128 0 02 Apr 2019
PAWS: Paraphrase Adversaries from Word Scrambling Yuan Zhang Jason Baldridge Luheng He 17 529 0 01 Apr 2019
Linguistic generalization and compositionality in modern artificial neural networks Marco Baroni AI4CE 15 147 0 30 Mar 2019
Imbalanced Sentiment Classification Enhanced with Discourse Marker Zhang Tao Xing Wu Meng Lin Jizhong Han Songlin Hu 6 4 0 28 Mar 2019
Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems Steffen Eger Gözde Gül Sahin Andreas Rucklé Ji-Ung Lee Claudia Schulz Mohsen Mesgar Krishnkant Swarnkar Edwin Simpson Iryna Gurevych AAML 32 156 0 27 Mar 2019
Imperceptible, Robust, and Targeted Adversarial Examples for Automatic Speech Recognition Yao Qin Nicholas Carlini Ian Goodfellow G. Cottrell Colin Raffel AAML 26 376 0 22 Mar 2019
Adversarial Attacks on Deep Neural Networks for Time Series Classification Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller AAML 16 133 0 17 Mar 2019
On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models Paul Michel Xian Li Graham Neubig J. Pino AAML 26 136 0 15 Mar 2019
Adversarial attacks against Fact Extraction and VERification James Thorne Andreas Vlachos FedML AAML 8 26 0 13 Mar 2019
Semantics Preserving Adversarial Learning Ousmane Amadou Dia Elnaz Barshan Reza Babanezhad AAML GAN 24 2 0 10 Mar 2019
Deep Learning for Cognitive Neuroscience Katherine R. Storrs N. Kriegeskorte NAI AI4CE 20 46 0 04 Mar 2019
Re-evaluating ADEM: A Deeper Look at Scoring Dialogue Responses Ananya B. Sai Mithun Das Gupta Mitesh M. Khapra Mukundhan Srinivasan 25 48 0 23 Feb 2019
Towards a Robust Deep Neural Network in Texts: A Survey Wenqi Wang Benxiao Tang Run Wang Lina Wang Aoshuang Ye AAML 24 39 0 12 Feb 2019
Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples Derui Wang Chaoran Li S. Wen Qing-Long Han Surya Nepal Xiangyu Zhang Yang Xiang AAML 27 40 0 06 Feb 2019
Human acceptability judgements for extractive sentence compression Abram Handler Brian Dillon Brendan O'Connor 14 2 0 01 Feb 2019
Learning and Evaluating General Linguistic Intelligence Dani Yogatama Cyprien de Masson dÁutume Jerome T. Connor Tomás Kociský Mike Chrzanowski ... Angeliki Lazaridou Wang Ling Lei Yu Chris Dyer Phil Blunsom ELM AI4CE 8 209 0 31 Jan 2019
Defense Methods Against Adversarial Examples for Recurrent Neural Networks Ishai Rosenberg A. Shabtai Yuval Elovici Lior Rokach AAML GAN 14 42 0 28 Jan 2019
Weighted-Sampling Audio Adversarial Example Attack Xiaolei Liu Xiaosong Zhang Kun Wan Qingxin Zhu Yufei Ding DiffM AAML 30 36 0 26 Jan 2019
Theoretically Principled Trade-off between Robustness and Accuracy Hongyang R. Zhang Yaodong Yu Jiantao Jiao Eric P. Xing L. Ghaoui Michael I. Jordan 31 2,492 0 24 Jan 2019
Adversarial Attacks on Deep Learning Models in Natural Language Processing: A Survey W. Zhang Quan Z. Sheng A. Alhazmi Chenliang Li AAML 24 57 0 21 Jan 2019
Multi-Label Adversarial Perturbations Qingquan Song Haifeng Jin Xiao Huang Xia Hu AAML 11 37 0 02 Jan 2019
Analysis Methods in Neural Language Processing: A Survey Yonatan Belinkov James R. Glass 30 547 0 21 Dec 2018
Conditional BERT Contextual Augmentation Xing Wu Shangwen Lv Liangjun Zang Jizhong Han Songlin Hu 20 313 0 17 Dec 2018
TextBugger: Generating Adversarial Text Against Real-world Applications Jinfeng Li S. Ji Tianyu Du Bo Li Ting Wang SILM AAML 46 723 0 13 Dec 2018
Weighted Global Normalization for Multiple Choice Reading Comprehension over Long Documents Aditi Chaudhary Bhargavi Paranjape Michiel de Jong 29 0 0 05 Dec 2018
Are you tough enough? Framework for Robustness Validation of Machine Comprehension Systems Barbara Rychalska Dominika Basaj P. Biecek OOD AAML 16 5 0 05 Dec 2018
QADiver: Interactive Framework for Diagnosing QA Models Gyeongbok Lee Sungdong Kim Seung-won Hwang 14 12 0 01 Dec 2018
Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification Qi Lei Lingfei Wu Pin-Yu Chen A. Dimakis Inderjit S. Dhillon Michael Witbrock AAML 15 92 0 01 Dec 2018
Multi-granularity hierarchical attention fusion networks for reading comprehension and question answering Wei Wang Ming Yan Chen Henry Wu 25 173 0 29 Nov 2018
Strength in Numbers: Trading-off Robustness and Computation via Adversarially-Trained Ensembles Edward Grefenstette Robert Stanforth Brendan O'Donoghue J. Uesato G. Swirszcz Pushmeet Kohli AAML 20 18 0 22 Nov 2018
Analyzing Compositionality-Sensitivity of NLI Models Yixin Nie Yicheng Wang Joey Tianyi Zhou CoGe 11 82 0 16 Nov 2018
Structured Neural Summarization Patrick Fernandes Miltiadis Allamanis Marc Brockschmidt GNN 11 212 0 05 Nov 2018
Adversarial Gain Peter Henderson Koustuv Sinha Nan Rosemary Ke Joelle Pineau AAML 14 0 0 04 Nov 2018
Semidefinite relaxations for certifying robustness to adversarial examples Aditi Raghunathan Jacob Steinhardt Percy Liang AAML 15 431 0 02 Nov 2018
ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension Sheng Zhang Xiaodong Liu Jingjing Liu Jianfeng Gao Kevin Duh Benjamin Van Durme 9 310 0 30 Oct 2018
Data Poisoning Attack against Unsupervised Node Embedding Methods Mingjie Sun Jian Tang Huichen Li Bo-wen Li Chaowei Xiao Yao-Liang Chen D. Song GNN AAML 6 67 0 30 Oct 2018
ReviewQA: a relational aspect-based opinion reading dataset Quentin Grail J. Perez RALM 4 4 0 29 Oct 2018
Teaching Syntax by Adversarial Distraction Juho Kim Christopher Malon Asim Kadav 24 6 0 25 Oct 2018
Attack Graph Convolutional Networks by Adding Fake Nodes Xiaoyun Wang Minhao Cheng Joe Eaton Cho-Jui Hsieh S. F. Wu AAML GNN 25 78 0 25 Oct 2018
What can AI do for me: Evaluating Machine Learning Interpretations in Cooperative Play Shi Feng Jordan L. Boyd-Graber HAI 9 127 0 23 Oct 2018
pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference Mandar Joshi Eunsol Choi Omer Levy Daniel S. Weld Luke Zettlemoyer CoGe 16 47 0 20 Oct 2018
Adversarial TableQA: Attention Supervision for Question Answering on Tables Minseok Cho Reinald Kim Amplayo Seung-won Hwang Jonghyuck Park LMTD OOD 28 22 0 18 Oct 2018
Security Matters: A Survey on Adversarial Machine Learning Guofu Li Pengjia Zhu Jin Li Zhemin Yang Ning Cao Zhiyi Chen AAML 18 24 0 16 Oct 2018
Counterfactual Fairness in Text Classification through Robustness Sahaj Garg Vincent Perot Nicole Limtiaco Ankur Taly Ed H. Chi Alex Beutel 22 258 0 27 Sep 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 37 668 0 21 Sep 2018
Generating 3D Adversarial Point Clouds Chong Xiang C. Qi Bo-wen Li 3DPC 24 286 0 19 Sep 2018
Knowledge Based Machine Reading Comprehension Yibo Sun Daya Guo Duyu Tang Nan Duan Zhao Yan Xiaocheng Feng Bing Qin 11 4 0 12 Sep 2018