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@@ -71,16 +71,13 @@ However, as this was a manual process, there might be duplicates or similar prob
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  If you found our work useful, please consider citing it:
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  ```bib
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- @dataset{michailidis_2025_15592407,
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- author = {Michailidis, Kostis and
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- Tsouros, Dimosthenis and
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- Guns, Tias},
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- title = {CP-Bench},
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- month = jun,
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- year = 2025,
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- publisher = {Zenodo},
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- version = {1.0.0},
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- doi = {10.5281/zenodo.15592407},
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- url = {https://doi.org/10.5281/zenodo.15592407},
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  }
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  ```
 
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  If you found our work useful, please consider citing it:
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  ```bib
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+ @misc{michailidis2025cpbench,
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+ title={CP-Bench: Evaluating Large Language Models for Constraint Modelling},
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+ author={Kostis Michailidis and Dimos Tsouros and Tias Guns},
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+ year={2025},
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+ eprint={2506.06052},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.AI},
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+ url={https://arxiv.org/abs/2506.06052},
 
 
 
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  }
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  ```