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model robustness

478 papers

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adversarial attack (1599) adversarial training (1261) adversarial robustness (1335) text classification (6776) adversarial example (563) data augmentation (3037) large language model (12755) adversarial learning (1592) natural language processing (2027) domain generalization (1517)

Papers

Adversarial Text Normalization NAACL 2022
Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants NAACL 2022
Semantic-Preserving Adversarial Code Comprehension COLING 2022
Alleviating Adversarial Attacks on Variational Autoencoders with MCMC NIPS 2022
Adversarial Attack on Attackers: Post-Process to Mitigate Black-Box Score-Based Query Attacks NIPS 2022
Grammatical Error Correction Systems for Automated Assessment: Are They Susceptible to Universal Adversarial Attacks? IJCNLP 2022
BERT & Family Eat Word Salad: Experiments with Text Understanding AAAI 2021
Exploring Targeted Universal Adversarial Perturbations to End-to-End ASR Models INTERSPEECH 2021
Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis IJCNLP 2021
Evaluating Deception Detection Model Robustness To Linguistic Variation NAACL 2021
Better Aggregation in Test-Time Augmentation ICCV 2021
Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation ICCV 2021
Regularizing Attention Networks for Anomaly Detection in Visual Question Answering AAAI 2021
On Smoother Attributions using Neural Stochastic Differential Equations IJCAI 2021
Natural Adversarial Examples CVPR 2021
Robustness and Adversarial Examples in Natural Language Processing EMNLP 2021
How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs? EMNLP 2021
Investigating Robustness of Dialog Models to Popular Figurative Language Constructs EMNLP 2021
Multi-Layer Random Perturbation Training for improving Model Generalization Efficiently EMNLP 2021
Causal Augmentation for Causal Sentence Classification EMNLP 2021
Robustness and Sensitivity of BERT Models Predicting Alzheimer’s Disease from Text EMNLP 2021
Understanding Model Robustness to User-generated Noisy Texts EMNLP 2021
Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble IJCNLP 2021
Understanding Robustness in Teacher-Student Setting: A New Perspective AISTATS 2021
Label-Only Membership Inference Attacks ICML 2021