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Adversarial Learning

2063 directly classified papers

Papers per year

Papers

One Man's Trash Is Another Man's Treasure: Resisting Adversarial Examples by Adversarial Examples CVPR 2020
ColorFool: Semantic Adversarial Colorization CVPR 2020
Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics CVPR 2020
Polishing Decision-Based Adversarial Noise With a Customized Sampling CVPR 2020
Improving Grammatical Error Correction Models with Purpose-Built Adversarial Examples EMNLP 2020
Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis EMNLP 2020
Adversarial Semantic Collisions EMNLP 2020
CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation EMNLP 2020
Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models EMNLP 2020
Debiasing knowledge graph embeddings EMNLP 2020
Detecting Word Sense Disambiguation Biases in Machine Translation for Model-Agnostic Adversarial Attacks EMNLP 2020
A Preliminary Exploration of GANs for Keyphrase Generation EMNLP 2020
TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP EMNLP 2020
Robustness to Modification with Shared Words in Paraphrase Identification EMNLP 2020
Control, Generate, Augment: A Scalable Framework for Multi-Attribute Text Generation EMNLP 2020
Undersensitivity in Neural Reading Comprehension EMNLP 2020
Learning Improvised Chatbots from Adversarial Modifications of Natural Language Feedback EMNLP 2020
How Does Context Matter? On the Robustness of Event Detection with Context-Selective Mask Generalization EMNLP 2020
Towards Controllable Biases in Language Generation EMNLP 2020
Reevaluating Adversarial Examples in Natural Language EMNLP 2020
Event-Related Bias Removal for Real-time Disaster Events EMNLP 2020
Adversarial Training for Code Retrieval with Question-Description Relevance Regularization EMNLP 2020
Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder EMNLP 2020
Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space EMNLP 2020
Second-Order NLP Adversarial Examples EMNLP 2020