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model robustness

478 papers

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Co-occurring keywords

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

Towards Faithful Explanations for Text Classification with Robustness Improvement and Explanation Guided Training ACL 2023
Combating Unknown Bias with Effective Bias-Conflicting Scoring and Gradient Alignment AAAI 2023
LMentry: A Language Model Benchmark of Elementary Language Tasks ACL 2023
ImageNet Pre-training Also Transfers Non-robustness AAAI 2023
Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees ICML 2023
Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation IJCAI 2023
Rethinking Document-Level Relation Extraction: A Reality Check ACL 2023
Cross-Modal Attribute Insertions for Assessing the Robustness of Vision-and-Language Learning ACL 2023
FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning NIPS 2023
Effective Targeted Attacks for Adversarial Self-Supervised Learning NIPS 2023
NormNet: Normalize Noun Phrases for More Robust NLP ACL 2023
Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics ICML 2023
ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness EMNLP 2023
The Enemy of My Enemy Is My Friend: Exploring Inverse Adversaries for Improving Adversarial Training CVPR 2023
Progress and Limitations of Deep Networks to Recognize Objects in Unusual Poses AAAI 2023
Equivariant Adaptation of Large Pretrained Models NIPS 2023
Revisiting Visual Model Robustness: A Frequency Long-Tailed Distribution View NIPS 2023
Robust Hate Speech Detection in Social Media: A Cross-Dataset Empirical Evaluation ACL 2023
Evaluating Multilingual Speech Translation under Realistic Conditions with Resegmentation and Terminology ACL 2023
Single Image Backdoor Inversion via Robust Smoothed Classifiers CVPR 2023
A New Dataset Based on Images Taken by Blind People for Testing the Robustness of Image Classification Models Trained for ImageNet Categories CVPR 2023
Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning EMNLP 2023
A Large-Scale Robustness Analysis of Video Action Recognition Models CVPR 2023
DSRM: Boost Textual Adversarial Training with Distribution Shift Risk Minimization ACL 2023
GeoNet: Benchmarking Unsupervised Adaptation Across Geographies CVPR 2023