Update README.md

README.md

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 The corpus supports the **CASS (Context-Aware Semantic Similarity)** framework — a lightweight safety-aware retrieval system that prevents pedagogically dangerous mismatches (e.g. assigning a difficulty-level-5 paragraph exercise to a child at difficulty level 1).
 
-- **Paper:** *CASS: A Context-Aware Semantic Similarity Framework for Safe Retrieval in Child-Facing Educational Applications* (Sadouk, 2025)
-- **GitHub:** [https://github.com/lamyaa/CASS](https://github.com/lamyaa/CASS)
+- **Paper:** *CASS: A Context-Aware Semantic Similarity Framework for Safe Retrieval in Child-Facing Educational Applications* (Sadouk and Gadi)
+- **GitHub:** [https://github.com/lsadouk/CASS](https://github.com/lsadouk/CASS)
 - **Application:** Lecture Magique — French phonics learning app for dyslexic children
 - **Target curriculum:** Moroccan primary school CP–CE1 (ages 6–9)
 
@@ -170,7 +170,7 @@ cp_level = [e for e in ds['train'] if e['AGE_GROUP'] == 1]
 ### Use with CASS retrieval
 
 ```python
-# See full code in: https://github.com/lamyaa/CASS
+# See full code in: https://github.com/lsadouk/CASS
 
 # English description
 retrieve_phonex("My child confuses b and d when reading simple words")