Update README.md

README.md

@@ -7,7 +7,7 @@ tags:
 - roberta
 - classification
 model-index:
-- name: FinBERT Fine-Tuned for Financial Sentiment Analysis
+- name: RoBERTa-Large for Financial Sentiment Analysis
   results:
   - task:
       type: text-classification
@@ -85,6 +85,9 @@ print(f"Predicted sentiment: {label_map[pred]}")
 - Scripts and datasets are not included in the model folder or in the model upload.
 - For best results, use a GPU for inference if available.
 
+## Limitations
+- Model is trained on headline-level sentiment.
+- Sarcasm, irony, or complex phrasing may reduce prediction accuracy.
 ---
 
 **Date:** June 2025