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[ACL 2024] A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models

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RobustText_ACL2024

The official repository our ACL Findings 2024 paper: "A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models".

overview

Installation

pip install .

Prepare Datasets

bash prepare_datasets.sh

Generate Features of Fine-tuned Data and their corresponding Attack Success Rates

bash gen_data.sh

Extract Insights

python data_analyze_inter.py
python data_analyze_extra.py
python compare_experiment.py
python data_train_visualize.py
python error_analysis.py

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[ACL 2024] A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models

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