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1707.07328
Cited By
Adversarial Examples for Evaluating Reading Comprehension Systems
23 July 2017
Robin Jia
Abigail Z. Jacobs
AAML
ELM
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Papers citing
"Adversarial Examples for Evaluating Reading Comprehension Systems"
50 / 926 papers shown
A Survey on Machine Reading Comprehension: Tasks, Evaluation Metrics and Benchmark Datasets
Chengchang Zeng
Shaobo Li
Qin Li
Jie Hu
Jianjun Hu
270
114
0
21 Jun 2020
Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble
Yi Zhou
Xiaoqing Zheng
Cho-Jui Hsieh
Kai-Wei Chang
Xuanjing Huang
SILM
293
50
0
20 Jun 2020
Adversarial Attacks for Multi-view Deep Models
Xuli Sun
Shiliang Sun
AAML
102
0
0
19 Jun 2020
Selective Question Answering under Domain Shift
Amita Kamath
Robin Jia
Abigail Z. Jacobs
OOD
245
244
0
16 Jun 2020
GNNGuard: Defending Graph Neural Networks against Adversarial Attacks
Xiang Zhang
Marinka Zitnik
AAML
443
354
0
15 Jun 2020
Relational reasoning and generalization using non-symbolic neural networks
Annual Meeting of the Cognitive Science Society (CogSci), 2020
Atticus Geiger
Alexandra Carstensen Michael C. Frank
Michael C. Frank
Christopher Potts
NAI
352
25
0
14 Jun 2020
Detecting Audio Attacks on ASR Systems with Dropout Uncertainty
Interspeech (Interspeech), 2020
T. Jayashankar
Jonathan Le Roux
P. Moulin
AAML
126
17
0
02 Jun 2020
Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models
Viktor Schlegel
Goran Nenadic
Riza Batista-Navarro
ELM
237
18
0
29 May 2020
Adversarial Attacks and Defense on Texts: A Survey
A. Huq
Mst. Tasnim Pervin
AAML
267
23
0
28 May 2020
Generating Semantically Valid Adversarial Questions for TableQA
Yi Zhu
Yiwei Zhou
Menglin Xia
AAML
219
6
0
26 May 2020
SINVAD: Search-based Image Space Navigation for DNN Image Classifier Test Input Generation
Sungmin Kang
R. Feldt
S. Yoo
AAML
178
39
0
19 May 2020
On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law
Damien Teney
Kushal Kafle
Robik Shrestha
Ehsan Abbasnejad
Christopher Kanan
Anton Van Den Hengel
OODD
OOD
240
153
0
19 May 2020
Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond
Zhuosheng Zhang
Hai Zhao
Rui Wang
216
66
0
13 May 2020
Towards Robustifying NLI Models Against Lexical Dataset Biases
Xiang Zhou
Joey Tianyi Zhou
211
58
0
10 May 2020
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations
Samson Tan
Shafiq Joty
Min-Yen Kan
R. Socher
372
113
0
09 May 2020
Learning Robust Models for e-Commerce Product Search
Thanh V. Nguyen
Nikhil S. Rao
Karthik Subbian
CML
NoLa
OOD
106
20
0
07 May 2020
Robust Encodings: A Framework for Combating Adversarial Typos
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Erik Jones
Robin Jia
Aditi Raghunathan
Abigail Z. Jacobs
AAML
465
114
0
04 May 2020
How Can We Accelerate Progress Towards Human-like Linguistic Generalization?
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Tal Linzen
493
205
0
03 May 2020
DQI: Measuring Data Quality in NLP
Swaroop Mishra
Anjana Arunkumar
Bhavdeep Singh Sachdeva
Chris Bryan
Chitta Baral
294
36
0
02 May 2020
Is Multihop QA in DiRe Condition? Measuring and Reducing Disconnected Reasoning
H. Trivedi
Niranjan Balasubramanian
Tushar Khot
Ashish Sabharwal
AAML
228
1
0
02 May 2020
Evaluating Neural Machine Comprehension Model Robustness to Noisy Inputs and Adversarial Attacks
Winston Wu
Dustin L. Arendt
Svitlana Volkova
AAML
160
6
0
01 May 2020
Universal Adversarial Attacks with Natural Triggers for Text Classification
North American Chapter of the Association for Computational Linguistics (NAACL), 2020
Liwei Song
Xinwei Yu
Hsuan-Tung Peng
Karthik Narasimhan
SILM
AAML
318
80
0
01 May 2020
Does Data Augmentation Improve Generalization in NLP?
Rohan Jha
Charles Lovering
Ellie Pavlick
210
10
0
30 Apr 2020
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Samson Tan
Shafiq Joty
Lav Varshney
Min-Yen Kan
318
39
0
30 Apr 2020
TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Christoph Alt
Aleksandra Gabryszak
Leonhard Hennig
252
177
0
30 Apr 2020
Question Rewriting for Conversational Question Answering
Web Search and Data Mining (WSDM), 2020
Svitlana Vakulenko
Shayne Longpre
Zhucheng Tu
R. Anantha
237
198
0
30 Apr 2020
Robust Question Answering Through Sub-part Alignment
North American Chapter of the Association for Computational Linguistics (NAACL), 2020
Jifan Chen
Greg Durrett
OOD
230
14
0
30 Apr 2020
Neural Natural Language Inference Models Partially Embed Theories of Lexical Entailment and Negation
Atticus Geiger
Kyle Richardson
Christopher Potts
248
4
0
30 Apr 2020
Look at the First Sentence: Position Bias in Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Miyoung Ko
Jinhyuk Lee
Hyunjae Kim
Gangwoo Kim
Jaewoo Kang
FaML
OOD
324
113
0
30 Apr 2020
WT5?! Training Text-to-Text Models to Explain their Predictions
Sharan Narang
Colin Raffel
Katherine Lee
Adam Roberts
Noah Fiedel
Karishma Malkan
209
213
0
30 Apr 2020
Asking without Telling: Exploring Latent Ontologies in Contextual Representations
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Julian Michael
Jan A. Botha
Ian Tenney
321
44
0
29 Apr 2020
What Happens To BERT Embeddings During Fine-tuning?
BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2020
Amil Merchant
Elahe Rahimtoroghi
Ellie Pavlick
Ian Tenney
244
206
0
29 Apr 2020
The Effect of Natural Distribution Shift on Question Answering Models
International Conference on Machine Learning (ICML), 2020
John Miller
K. Krauth
Benjamin Recht
Ludwig Schmidt
OOD
259
154
0
29 Apr 2020
Adversarial Subword Regularization for Robust Neural Machine Translation
Findings (Findings), 2020
Jungsoo Park
Mujeen Sung
Jinhyuk Lee
Jaewoo Kang
249
11
0
29 Apr 2020
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Fei Yuan
Linjun Shou
X. Bai
Ming Gong
Yaobo Liang
Nan Duan
Yan Fu
Daxin Jiang
255
24
0
29 Apr 2020
Benchmarking Robustness of Machine Reading Comprehension Models
Findings (Findings), 2020
Chenglei Si
Ziqing Yang
Yiming Cui
Wentao Ma
Ting Liu
Shijin Wang
ELM
AAML
226
44
0
29 Apr 2020
The Curse of Performance Instability in Analysis Datasets: Consequences, Source, and Suggestions
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Xiang Zhou
Yixin Nie
Hao Tan
Joey Tianyi Zhou
332
43
0
28 Apr 2020
DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Christopher Hidey
Tuhin Chakrabarty
Tariq Alhindi
Siddharth Varia
K. Krstovski
Mona T. Diab
Smaranda Muresan
AAML
179
46
0
27 Apr 2020
Reevaluating Adversarial Examples in Natural Language
Findings (Findings), 2020
John X. Morris
Eli Lifland
Jack Lanchantin
Yangfeng Ji
Yanjun Qi
SILM
AAML
345
122
0
25 Apr 2020
Syntactic Data Augmentation Increases Robustness to Inference Heuristics
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Junghyun Min
R. Thomas McCoy
Dipanjan Das
Emily Pitler
Tal Linzen
263
192
0
24 Apr 2020
Generative Data Augmentation for Commonsense Reasoning
Yiben Yang
Chaitanya Malaviya
Jared Fernandez
Swabha Swayamdipta
Ronan Le Bras
Ji-ping Wang
Chandra Bhagavatula
Yejin Choi
Doug Downey
LRM
241
89
0
24 Apr 2020
On Adversarial Examples for Biomedical NLP Tasks
Vladimir Araujo
Andrés Carvallo
Carlos Aspillaga
Denis Parra
MedIm
AAML
OOD
99
13
0
23 Apr 2020
DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World Applications
Hongxuan Tang
Hongyu Li
Jing Liu
Yu Hong
Hua Wu
Haifeng Wang
122
22
0
23 Apr 2020
Answer Generation through Unified Memories over Multiple Passages
M. Nakatsuji
Sohei Okui
RALM
125
3
0
22 Apr 2020
Testing Machine Translation via Referential Transparency
Pinjia He
Clara Meister
Z. Su
223
60
0
22 Apr 2020
Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision
European Conference on Computer Vision (ECCV), 2020
Damien Teney
Ehsan Abbasnejad
Anton Van Den Hengel
OOD
SSL
CML
223
125
0
20 Apr 2020
Adversarial Training for Large Neural Language Models
Xiaodong Liu
Hao Cheng
Pengcheng He
Weizhu Chen
Yu Wang
Hoifung Poon
Jianfeng Gao
AAML
267
204
0
20 Apr 2020
Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Joe Stacey
Pasquale Minervini
Haim Dubossarsky
Sebastian Riedel
Tim Rocktaschel
AI4CE
312
7
0
16 Apr 2020
Shortcut Learning in Deep Neural Networks
Nature Machine Intelligence (NMI), 2020
Robert Geirhos
J. Jacobsen
Claudio Michaelis
R. Zemel
Wieland Brendel
Matthias Bethge
Felix Wichmann
1.0K
2,457
0
16 Apr 2020
Evaluation of Generalizability of Neural Program Analyzers under Semantic-Preserving Transformations
Md Rafiqul Islam Rabin
Mohammad Amin Alipour
NAI
274
20
0
15 Apr 2020
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