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Robustly Verifying Claims through Presupposition-Free Question Decomposition

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If We May De-Presuppose: Robustly Verifying Claims through Presupposition-Free Question Decomposition


🏆 Accepted at *SEM 2025 🏆

Paper Website

🚀 Installation

uv sync

📝 Verify Claim

change the variables in scripts/grid_search_reasoner.py to run different models and datasets.

python scripts/grid_search_reasoner.py

📊 Results

Results are saved in outputs/ directory.

📈 Evaluate Questions

change the ROOT_DIRS in scripts/eval_wice_ques.py to evaluate different models and datasets.

python src/eval_wice_ques.py

📚 Citation

If you find this work useful for your research, please consider citing:

@article{dipta2025depresupposerobustlyverifyingclaims,
      title={If We May De-Presuppose: Robustly Verifying Claims through Presupposition-Free Question Decomposition}, 
      author={Shubhashis Roy Dipta and Francis Ferraro},
      year={2025},
      eprint={2508.16838},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2508.16838}, 
}

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