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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

Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions ACL 2021
Evaluating the Robustness of Neural Language Models to Input Perturbations EMNLP 2021
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems IJCNLP 2021
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems ACL 2021
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing ACL 2021
Benchmarking the Robustness of Semantic Segmentation Models CVPR 2020
Evaluating Robustness to Input Perturbations for Neural Machine Translation ACL 2020
Benchmarking Adversarial Robustness on Image Classification CVPR 2020
What if We Simply Swap the Two Text Fragments? A Straightforward yet Effective Way to Test the Robustness of Methods to Confounding Signals in Nature Language Inference Tasks AAAI 2019
General Robustness Evaluation of Incentive Mechanism against Bounded Rationality Using Continuum-Armed Bandits AAAI 2019
Robustness of 3D Deep Learning in an Adversarial Setting CVPR 2019
Evaluating and Enhancing the Robustness of Dialogue Systems: A Case Study on a Negotiation Agent NAACL 2019
Robustness of Statistical Voice Conversion Based on Direct Waveform Modification Against Background Sounds INTERSPEECH 2019
Robust Machine Comprehension Models via Adversarial Training NAACL 2018