Update README.md

README.md

@@ -55,9 +55,7 @@ A fine-tuned `RoBERTa-base` model for classifying **Ancient Egyptian translitera
 This model is designed for **historical text classification** and intended for exploratory research and as a performance baseline. 
 Current constraints include:  
 - **Data limitations**: ~10k balanced samples may not represent all orthographic variations.  
-  - *Help needed*: Contribute labeled examples via [Form Link].  
 - **Period bias**: Middle Kingdom classification (F1=0.47) underperforms due to:  
-  - Fewer attested texts in training data  
   - Orthographic overlap with neighboring periods  
 - **Best practices**: Always verify critical classifications with primary sources.