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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
Characterizing Internal Evasion Attacks in Federated Learning AISTATS 2023
Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View EMNLP 2023
RMLM: A Flexible Defense Framework for Proactively Mitigating Word-level Adversarial Attacks ACL 2023
Learning to Ignore Adversarial Attacks EACL 2023
Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees ICML 2023
ImageNet Pre-training Also Transfers Non-robustness AAAI 2023
How Many and Which Training Points Would Need to be Removed to Flip this Prediction? EACL 2023
Evaluating the Robustness of Discrete Prompts EACL 2023
Overcoming Language Priors for Visual Question Answering via Loss Rebalancing Label and Global Context UAI 2023
Understanding and Enhancing Robustness of Concept-Based Models AAAI 2023
AAAI New Faculty Highlights: General and Scalable Optimization for Robust AI AAAI 2023
PerturbScore: Connecting Discrete and Continuous Perturbations in NLP EMNLP 2023
Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation ACML 2023
NormNet: Normalize Noun Phrases for More Robust NLP ACL 2023
LMentry: A Language Model Benchmark of Elementary Language Tasks ACL 2023
On Robustness of Finetuned Transformer-based NLP Models EMNLP 2023
Towards Building More Robust Models with Frequency Bias ICCV 2023
E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition ACL 2023
Discovering Highly Influential Shortcut Reasoning: An Automated Template-Free Approach EMNLP 2023
Alignment with human representations supports robust few-shot learning NIPS 2023
CREST: A Joint Framework for Rationalization and Counterfactual Text Generation ACL 2023
Effective Targeted Attacks for Adversarial Self-Supervised Learning NIPS 2023
Revisiting Visual Model Robustness: A Frequency Long-Tailed Distribution View NIPS 2023
Pay Attention to the Robustness of Chinese Minority Language Models! Syllable-level Textual Adversarial Attack on Tibetan Script ACL 2023