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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

ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness EMNLP 2023
Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View EMNLP 2023
People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection EMNLP 2023
Generative Adversarial Training with Perturbed Token Detection for Model Robustness EMNLP 2023
Seasoning Model Soups for Robustness to Adversarial and Natural Distribution Shifts CVPR 2023
RoAST: Robustifying Language Models via Adversarial Perturbation with Selective Training EMNLP 2023
A Large-Scale Robustness Analysis of Video Action Recognition Models CVPR 2023
GeoNet: Benchmarking Unsupervised Adaptation Across Geographies CVPR 2023
Single Image Backdoor Inversion via Robust Smoothed Classifiers CVPR 2023
How to Backdoor Diffusion Models? CVPR 2023
ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints NIPS 2022
Analyzing Dynamic Adversarial Training Data in the Limit ACL 2022
UKP-SQuARE v2: Explainability and Adversarial Attacks for Trustworthy QA IJCNLP 2022
Robust Models are less Over-Confident NIPS 2022
MEMO: Test Time Robustness via Adaptation and Augmentation NIPS 2022
Analyzing Modality Robustness in Multimodal Sentiment Analysis NAACL 2022
Interpreting the Robustness of Neural NLP Models to Textual Perturbations ACL 2022
ValCAT: Variable-Length Contextualized Adversarial Transformations Using Encoder-Decoder Language Model NAACL 2022
Look to the Right: Mitigating Relative Position Bias in Extractive Question Answering EMNLP 2022
SplitFed: When Federated Learning Meets Split Learning AAAI 2022
MORA: Improving Ensemble Robustness Evaluation with Model Reweighing Attack NIPS 2022
Input-specific Attention Subnetworks for Adversarial Detection ACL 2022
SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering CVPR 2022
Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training EMNLP 2022
Marksman Backdoor: Backdoor Attacks with Arbitrary Target Class NIPS 2022