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@@ -141,10 +141,10 @@ Performance may vary when applied to highly domain-specific corpora.
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  If you use this dataset, please cite:
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  ```
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- @article{salih2025sentinel,
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  title={Project Sentinel: Lightweight Semantic Filtering for Edge RAG},
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  author={Salih, El Mehdi and Ait El Mouden, Khaoula and Akchouch, Abdelhakim},
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- year={2025}
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  }
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  ```
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@@ -154,4 +154,4 @@ If you use this dataset, please cite:
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  **El Mehdi Salih**
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  Mohammed V University – Rabat
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- Email: elmehdi.salih@um5.ac.ma
 
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  If you use this dataset, please cite:
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  ```
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+ @article{salih2026sentinel,
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  title={Project Sentinel: Lightweight Semantic Filtering for Edge RAG},
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  author={Salih, El Mehdi and Ait El Mouden, Khaoula and Akchouch, Abdelhakim},
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+ year={2026}
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  }
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  ```
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  **El Mehdi Salih**
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  Mohammed V University – Rabat
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+ Email: elmehdi_salih@um5.ac.ma