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
Robust Machine Comprehension Models via Adversarial Training Yicheng Wang Joey Tianyi Zhou AAML 20 117 0 17 Apr 2018
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 196 711 0 17 Apr 2018
What Happened? Leveraging VerbNet to Predict the Effects of Actions in Procedural Text Peter Clark Bhavana Dalvi Niket Tandon 13 27 0 15 Apr 2018
Adversarial Attacks Against Medical Deep Learning Systems S. G. Finlayson Hyung Won Chung I. Kohane Andrew L. Beam SILM AAML OOD MedIm 17 229 0 15 Apr 2018
The Web as a Knowledge-base for Answering Complex Questions Alon Talmor Jonathan Berant 27 557 0 18 Mar 2018
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge Peter Clark Isaac Cowhey Oren Etzioni Tushar Khot Ashish Sabharwal Carissa Schoenick Oyvind Tafjord ELM RALM LRM 11 2,281 0 14 Mar 2018
Defending against Adversarial Attack towards Deep Neural Networks via Collaborative Multi-task Training Derui Wang Chaoran Li S. Wen Surya Nepal Yang Xiang AAML 33 29 0 14 Mar 2018
Detecting Adversarial Examples via Neural Fingerprinting Sumanth Dathathri Stephan Zheng Tianwei Yin Richard M. Murray Yisong Yue MLAU AAML 33 0 0 11 Mar 2018
The Importance of Being Recurrent for Modeling Hierarchical Structure Ke M. Tran Arianna Bisazza Christof Monz 24 150 0 09 Mar 2018
Annotation Artifacts in Natural Language Inference Data Suchin Gururangan Swabha Swayamdipta Omer Levy Roy Schwartz Samuel R. Bowman Noah A. Smith 33 1,157 0 06 Mar 2018
Adversarial Extreme Multi-label Classification Rohit Babbar Bernhard Schölkopf 21 16 0 05 Mar 2018
Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models with Adversarial Examples Minhao Cheng Jinfeng Yi Pin-Yu Chen Huan Zhang Cho-Jui Hsieh SILM AAML 32 241 0 03 Mar 2018
Adversarial Risk and the Dangers of Evaluating Against Weak Attacks J. Uesato Brendan O'Donoghue Aaron van den Oord Pushmeet Kohli AAML 22 596 0 15 Feb 2018
Fooling OCR Systems with Adversarial Text Images Congzheng Song Vitaly Shmatikov AAML 30 51 0 15 Feb 2018
Identify Susceptible Locations in Medical Records via Adversarial Attacks on Deep Predictive Models Mengying Sun Fengyi Tang Jinfeng Yi Fei Wang Jiayu Zhou AAML OOD MedIm 18 61 0 13 Feb 2018
Tunneling Neural Perception and Logic Reasoning through Abductive Learning Wang-Zhou Dai Qiu-Ling Xu Yang Yu Zhi-Hua Zhou LRM AI4CE 24 22 0 04 Feb 2018
Analyzing Language Learned by an Active Question Answering Agent Christian Buck Jannis Bulian Massimiliano Ciaramita Wojciech Gajewski Andrea Gesmundo N. Houlsby Wei Wang LLMAG 13 5 0 23 Jan 2018
Adversarial Texts with Gradient Methods Zhitao Gong Wenlu Wang Yangqiu Song D. Song Wei-Shinn Ku AAML 18 77 0 22 Jan 2018
Audio Adversarial Examples: Targeted Attacks on Speech-to-Text Nicholas Carlini D. Wagner AAML 21 1,072 0 05 Jan 2018
Deep Learning: A Critical Appraisal G. Marcus HAI VLM 25 1,034 0 02 Jan 2018
Mapping to Declarative Knowledge for Word Problem Solving Subhro Roy Dan Roth ReLM AIMat 14 102 0 26 Dec 2017
Adversarial Examples: Attacks and Defenses for Deep Learning Xiaoyong Yuan Pan He Qile Zhu Xiaolin Li SILM AAML 22 1,605 0 19 Dec 2017
HotFlip: White-Box Adversarial Examples for Text Classification J. Ebrahimi Anyi Rao Daniel Lowd Dejing Dou AAML 13 78 0 19 Dec 2017
DANCin SEQ2SEQ: Fooling Text Classifiers with Adversarial Text Example Generation Catherine Wong AAML SILM GAN 10 31 0 14 Dec 2017
Contextualized Word Representations for Reading Comprehension Shimi Salant Jonathan Berant 25 41 0 10 Dec 2017
Stochastic Answer Networks for Machine Reading Comprehension Xiaodong Liu Yelong Shen Kevin Duh Jianfeng Gao RALM 8 197 0 10 Dec 2017
Ethical Challenges in Data-Driven Dialogue Systems Peter Henderson Koustuv Sinha Nicolas Angelard-Gontier Nan Rosemary Ke G. Fried Ryan J. Lowe Joelle Pineau 40 168 0 24 Nov 2017
FusionNet: Fusing via Fully-Aware Attention with Application to Machine Comprehension Hsin-Yuan Huang Chenguang Zhu Yelong Shen Weizhu Chen FedML 30 183 0 16 Nov 2017
DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications Wei He Kai Liu Jing Liu Yajuan Lyu Shiqi Zhao ... Hua-Hong Wu Qiaoqiao She Xuan Liu Tian Wu Haifeng Wang RALM 36 274 0 14 Nov 2017
Robust Multilingual Part-of-Speech Tagging via Adversarial Training Michihiro Yasunaga Jungo Kasai Dragomir R. Radev 13 104 0 14 Nov 2017
Synthetic and Natural Noise Both Break Neural Machine Translation Yonatan Belinkov Yonatan Bisk 30 735 0 06 Nov 2017
Generating Natural Adversarial Examples Zhengli Zhao Dheeru Dua Sameer Singh GAN AAML 38 596 0 31 Oct 2017
Simple and Effective Multi-Paragraph Reading Comprehension Christopher Clark Matt Gardner RALM 18 454 0 29 Oct 2017
Constructing Datasets for Multi-hop Reading Comprehension Across Documents Johannes Welbl Pontus Stenetorp Sebastian Riedel SyDa RALM 16 507 0 17 Oct 2017
Fooling Vision and Language Models Despite Localization and Attention Mechanism Xiaojun Xu Xinyun Chen Chang-rui Liu Anna Rohrbach Trevor Darrell D. Song AAML 8 41 0 25 Sep 2017
Deep learning evaluation using deep linguistic processing A. Kuhnle Ann A. Copestake ELM 23 11 0 05 Jun 2017
Ask the Right Questions: Active Question Reformulation with Reinforcement Learning Christian Buck Jannis Bulian Massimiliano Ciaramita Wojciech Gajewski Andrea Gesmundo N. Houlsby Wei Wang 17 165 0 22 May 2017
Reinforced Mnemonic Reader for Machine Reading Comprehension Minghao Hu Yuxing Peng Zhen Huang Xipeng Qiu Furu Wei Ming Zhou RALM AIMat 19 69 0 08 May 2017
Deep Text Classification Can be Fooled Bin Liang Hongcheng Li Miaoqiang Su Pan Bian Xirong Li Wenchang Shi AAML 14 420 0 26 Apr 2017
Ruminating Reader: Reasoning with Gated Multi-Hop Attention Yichen Gong Samuel R. Bowman 27 46 0 24 Apr 2017