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  The corpus supports the **CASS (Context-Aware Semantic Similarity)** framework — a lightweight safety-aware retrieval system that matches a child's free-text emotional expression to the most contextually appropriate prophet story, while preventing emotionally dangerous mismatches.
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  - **Paper:** *CASS: A Context-Aware Semantic Similarity Framework for Safe Retrieval in Child-Facing Educational Applications* (Sadouk and Gadi)
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- - **GitHub:** [https://github.com/lamyaa/CASS](https://github.com/lamyaa/CASS)
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  - **Application:** Ya Allah — Islamic children's emotional support app
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  ---
@@ -160,7 +160,7 @@ immediate = [e for e in ds['train'] if e['RT'] == 1]
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  ### Use with CASS retrieval
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  ```python
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- # See full code in: https://github.com/lamyaa/CASS
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  # English query
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  retrieve("I feel sad and nobody understands me")
 
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  The corpus supports the **CASS (Context-Aware Semantic Similarity)** framework — a lightweight safety-aware retrieval system that matches a child's free-text emotional expression to the most contextually appropriate prophet story, while preventing emotionally dangerous mismatches.
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  - **Paper:** *CASS: A Context-Aware Semantic Similarity Framework for Safe Retrieval in Child-Facing Educational Applications* (Sadouk and Gadi)
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+ - **GitHub:** [https://github.com/lsadouk/CASS](https://github.com/lsadouk/CASS)
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  - **Application:** Ya Allah — Islamic children's emotional support app
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  ---
 
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  ### Use with CASS retrieval
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  ```python
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+ # See full code in: https://github.com/lsadouk/CASS
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  # English query
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  retrieve("I feel sad and nobody understands me")