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@@ -229,7 +229,7 @@ The author would like to thank Prince Sultan University for their invaluable sup
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  ```markdown
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  ## Citation
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- If you use the Arabic Matryoshka Embeddings Model, please cite it as follows:
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  @misc{nacar2025GATE,
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  title={GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Hybrid Loss Training},
 
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  ```markdown
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  ## Citation
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+ If you use the GATE, please cite it as follows:
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  @misc{nacar2025GATE,
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  title={GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Hybrid Loss Training},