Update README.md

README.md

@@ -11,8 +11,8 @@ pipeline_tag: text-classification
 # AraBERTv02+Word+CE Readability Model
 
 ## Model description
-**AraBERTv02+Word+CE** is a readability assessment model that was built by fine-tuning the AraBERTv02 model.
-For the fine-tuning, we used the BAREC-Corpus-v1.0.
+**AraBERTv02+Word+CE** is a readability assessment model that was built by fine-tuning the **AraBERTv02** model with cross-entropy loss (**CE**).
+For the fine-tuning, we used the **Word** input variant from BAREC-Corpus-v1.0.
 Our fine-tuning procedure and the hyperparameters we used can be found in our paper *"[A Large and Balanced Corpus for Fine-grained Arabic Readability Assessment](https://arxiv.org/abs/2502.13520)."*
 
 ## Intended uses