Update README.md

README.md

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 # AraMix
 
-AraMix is a deduplicated Arabic pretraining corpus containing 158.8 billion tokens across 167.6 million documents. Rather than scraping the web again, AraMix combines seven publicly available Arabic datasets, applies Arabic-specific quality filtering, and performs cross-dataset deduplication.
+AraMix (https://arxiv.org/abs/2512.18834v1) is a deduplicated Arabic pretraining corpus containing 158.8 billion tokens across 167.6 million documents. Rather than scraping the web again, AraMix combines seven publicly available Arabic datasets, applies Arabic-specific quality filtering, and performs cross-dataset deduplication.
 
 ## Subsets
 
@@ -59,7 +59,15 @@ ds = load_dataset("SultanR/AraMix", "consensus")
 
 ## Citation
 
-TBD
+@misc{alrashed2025aramixrecyclingrefilteringdeduplicating,
+      title={AraMix: Recycling, Refiltering, and Deduplicating to Deliver the Largest Arabic Pretraining Corpus}, 
+      author={Sultan Alrashed and Francesco Orabona},
+      year={2025},
+      eprint={2512.18834},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2512.18834}, 
+}
 
 ## License