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@@ -270,11 +270,13 @@ For detailed instructions on how to use this dataset and run experiments, please
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  If you use the ACERS dataset in your research, please cite:
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  ```bibtex
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- @article{allouah2025aces,
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- title={What is your AI Agent buying? Evaluation, Implications and Emerging Questions for Agentic e-Commerce},
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- author={Allouah, Amine and Besbes, Omar and Figueroa, Josué D and Kanoria, Yash and Kumar, Akshit},
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- journal={arXiv preprint arXiv:XXXX.XXXXX},
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- year={2025}
 
 
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  }
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  ```
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  If you use the ACERS dataset in your research, please cite:
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  ```bibtex
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+ @misc{allouah2025acers,
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+ author = { Amine Allouah, Omar Besbes, Josué D Figueroa, Yash Kanoria and Akshit Kumar },
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+ title = { ACE-RS (Revision bb94051) },
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+ year = 2025,
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+ url = { https://huggingface.co/datasets/My-Custom-AI/ACE-SR },
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+ doi = { 10.57967/hf/6123 },
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+ publisher = { Hugging Face }
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  }
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  ```
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