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Adv-OLM: Generating Textual Adversaries via OLM

This repository will contain the code for our EACL 2021 paper:<br><br> Adv-OLM: Generating Textual Adversaries via OLM <a href="https://arxiv.org/pdf/2101.08523.pdf"> [Link to Paper]</a>

Environment setup

• For running in your system:

conda create -n advolm python=3.6
conda activate advolm
pip install -r requirements.txt

• For running on colab:

pip install -r requirements.txt

Example code run

python attack_main.py --recipe advolm --batch-size 8 --num-examples 5 --model bert-base-uncased-imdb

• For running other attacks like Textfooler, Bae, Pwws, etc., use TextAttack

Citation

@misc{malik2021advolm,
      title={Adv-OLM: Generating Textual Adversaries via OLM}, 
      author={Vijit Malik and Ashwani Bhat and Ashutosh Modi},
      year={2021},
      eprint={2101.08523},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}