Adversarial Example Generation with Syntactically Controlled Paraphrase Networks

17 April 2018

Luke Zettlemoyer

Papers citing "Adversarial Example Generation with Syntactically Controlled Paraphrase Networks"

46 / 146 papers shown

Title
Reformulating Unsupervised Style Transfer as Paraphrase Generation Kalpesh Krishna John Wieting Mohit Iyyer 24 237 0 12 Oct 2020
Counterfactual Variable Control for Robust and Interpretable Question Answering S. Yu Yulei Niu Shuohang Wang Jing Jiang Qianru Sun AAML OOD 42 9 0 12 Oct 2020
Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder Alvin Chan Yi Tay Yew-Soon Ong Aston Zhang SILM 15 57 0 06 Oct 2020
CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation Tianlu Wang Xuezhi Wang Yao Qin Ben Packer Kang Li Jilin Chen Alex Beutel Ed H. Chi SILM 32 82 0 05 Oct 2020
InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective Wei Ping Shuohang Wang Yu Cheng Zhe Gan R. Jia Bo-wen Li Jingjing Liu AAML 46 113 0 05 Oct 2020
Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models Thuy-Trang Vu Dinh Q. Phung Gholamreza Haffari 14 24 0 05 Oct 2020
Explaining Deep Neural Networks Oana-Maria Camburu XAI FAtt 28 26 0 04 Oct 2020
A Geometry-Inspired Attack for Generating Natural Language Adversarial Examples Zhao Meng Roger Wattenhofer GAN AAML 27 32 0 03 Oct 2020
Unsupervised Paraphrase Generation using Pre-trained Language Models Chaitra V. Hegde Shrikumar Patil LRM 21 38 0 09 Jun 2020
Syntax-guided Controlled Generation of Paraphrases Ashutosh Kumar Kabir Ahuja Raghuram Vadapalli Partha P. Talukdar 10 93 0 18 May 2020
Posterior Control of Blackbox Generation Xiang Lisa Li Alexander M. Rush 19 25 0 10 May 2020
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations Samson Tan Shafiq R. Joty Min-Yen Kan R. Socher 166 103 0 09 May 2020
Beyond Accuracy: Behavioral Testing of NLP models with CheckList Marco Tulio Ribeiro Tongshuang Wu Carlos Guestrin Sameer Singh ELM 13 1,081 0 08 May 2020
Learning Robust Models for e-Commerce Product Search Thanh V. Nguyen Nikhil S. Rao Karthik Subbian CML NoLa OOD 16 20 0 07 May 2020
Robust Encodings: A Framework for Combating Adversarial Typos Erik Jones Robin Jia Aditi Raghunathan Percy Liang AAML 142 102 0 04 May 2020
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding Samson Tan Shafiq R. Joty L. Varshney Min-Yen Kan 17 34 0 30 Apr 2020
Reevaluating Adversarial Examples in Natural Language John X. Morris Eli Lifland Jack Lanchantin Yangfeng Ji Yanjun Qi SILM AAML 20 111 0 25 Apr 2020
Syntactic Data Augmentation Increases Robustness to Inference Heuristics Junghyun Min R. Thomas McCoy Dipanjan Das Emily Pitler Tal Linzen 30 175 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 22 91 0 24 Apr 2020
Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples Maximilian Mozes Pontus Stenetorp Bennett Kleinberg Lewis D. Griffin AAML 25 99 0 13 Apr 2020
BLEURT: Learning Robust Metrics for Text Generation Thibault Sellam Dipanjan Das Ankur P. Parikh 46 1,442 0 09 Apr 2020
Fast Cross-domain Data Augmentation through Neural Sentence Editing Guillaume Raille Sandra Djambazovska C. Musat 14 11 0 23 Mar 2020
HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language Inference Tianyu Liu Xin Zheng Baobao Chang Zhifang Sui 43 23 0 05 Mar 2020
Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks Carlos Aspillaga Andrés Carvallo Vladimir Araujo ELM 39 31 0 14 Feb 2020
How to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions Zewei Chu Mingda Chen Jiehua Chen Miaosen Wang Kevin Gimpel Manaal Faruqui Xiance Si 28 19 0 21 Nov 2019
Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher HILM 16 727 0 28 Oct 2019
Word-level Textual Adversarial Attacking as Combinatorial Optimization Yuan Zang Fanchao Qi Chenghao Yang Zhiyuan Liu Meng Zhang Qun Liu Maosong Sun AAML 20 81 0 27 Oct 2019
Controllable Sentence Simplification: Employing Syntactic and Lexical Constraints Jonathan Mallinson Mirella Lapata 21 16 0 10 Oct 2019
Automatic Fact-guided Sentence Modification Darsh J. Shah Tal Schuster Regina Barzilay KELM 16 40 0 30 Sep 2019
Learning the Difference that Makes a Difference with Counterfactually-Augmented Data Divyansh Kaushik Eduard H. Hovy Zachary Chase Lipton CML 13 560 0 26 Sep 2019
Say What I Want: Towards the Dark Side of Neural Dialogue Models Haochen Liu Tyler Derr Zitao Liu Jiliang Tang 31 16 0 13 Sep 2019
A Logic-Driven Framework for Consistency of Neural Models Tao Li Vivek Gupta Maitrey Mehta Vivek Srikumar AI4CE 21 101 0 31 Aug 2019
Universal Adversarial Triggers for Attacking and Analyzing NLP Eric Wallace Shi Feng Nikhil Kandpal Matt Gardner Sameer Singh AAML SILM 45 836 0 20 Aug 2019
Maximizing Stylistic Control and Semantic Accuracy in NLG: Personality Variation and Discourse Contrast Vrindavan Harrison Lena Reed Shereen Oraby M. Walker 21 28 0 22 Jul 2019
Structure-Invariant Testing for Machine Translation Pinjia He Clara Meister Z. Su 27 104 0 19 Jul 2019
Unsupervised Paraphrasing without Translation Aurko Roy David Grangier BDL LRM 11 61 0 29 May 2019
Good-Enough Compositional Data Augmentation Jacob Andreas 30 230 0 21 Apr 2019
A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations Mingda Chen Qingming Tang Sam Wiseman Kevin Gimpel DRL 23 76 0 02 Apr 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 41 156 0 27 Mar 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
Text Data Augmentation Made Simple By Leveraging NLP Cloud APIs Claude Coulombe 19 117 0 05 Dec 2018
Natural language understanding for task oriented dialog in the biomedical domain in a low resources context A. Neuraz Leonardo Campillos-Llanos Anita Burgun-Parenthoine S. Rosset 20 14 0 23 Nov 2018
Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models Tong Niu Joey Tianyi Zhou AAML 21 85 0 06 Sep 2018
Comparing Attention-based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension Matthias Blohm Glorianna Jagfeld Ekta Sood Xiang Yu Ngoc Thang Vu 19 54 0 27 Aug 2018
AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples Dongyeop Kang Tushar Khot Ashish Sabharwal Eduard H. Hovy GAN 14 84 0 12 May 2018
Paraphrase Generation with Deep Reinforcement Learning Zichao Li Xin Jiang Lifeng Shang Hang Li OffRL 16 213 0 01 Nov 2017