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robustness evaluation

139 papers

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Co-occurring keywords

large language model (13587) adversarial attack (1621) model robustness (480) adversarial robustness (1341) adversarial example (564) benchmark evaluation (1556) adversarial training (1262) language model (4599) question answering (2963) domain generalization (1522)

Papers

Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing NIPS 2022
Practical Evaluation of Adversarial Robustness via Adaptive Auto Attack CVPR 2022
Unifying Panoptic Segmentation for Autonomous Driving CVPR 2022
Increasing Confidence in Adversarial Robustness Evaluations NIPS 2022
Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples NIPS 2022
Measuring Robustness for NLP COLING 2022
How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets NAACL 2022
Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions EMNLP 2022
DuQM: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models EMNLP 2022
Robust MT Evaluation with Sentence-level Multilingual Augmentation EMNLP 2022
Exploring Robustness of Machine Translation Metrics: A Study of Twenty-Two Automatic Metrics in the WMT22 Metric Task EMNLP 2022
Adversarial Vulnerability of Randomized Ensembles ICML 2022
Exposing the Limits of Video-Text Models through Contrast Sets NAACL 2022
CARBEN: Composite Adversarial Robustness Benchmark IJCAI 2022
Language Invariant Properties in Natural Language Processing ACL 2022
CARETS: A Consistency And Robustness Evaluative Test Suite for VQA ACL 2022
Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking EMNLP 2021
DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World Applications ACL 2021
Double Perturbation: On the Robustness of Robustness and Counterfactual Bias Evaluation NAACL 2021
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing IJCNLP 2021
Anatomy of OntoGUM—Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms EMNLP 2021
FaceSec: A Fine-Grained Robustness Evaluation Framework for Face Recognition Systems CVPR 2021
Robustness Evaluation of Entity Disambiguation Using Prior Probes: the Case of Entity Overshadowing EMNLP 2021
RockNER: A Simple Method to Create Adversarial Examples for Evaluating the Robustness of Named Entity Recognition Models EMNLP 2021
DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World Applications IJCNLP 2021