Update README.md

README.md

@@ -13,7 +13,7 @@ Check out their [paper](https://www.sciencedirect.com/science/article/abs/pii/S2
 The model is trained with the hyperparameters used by [Nițoi et al. (2023)](https://www.sciencedirect.com/science/article/abs/pii/S2214635023000230).  
 In addition, different hyperparameters, seeds, and reinitialization of the first L layers were tested. The performance seems relatively stable across hyperparameter settings.  
 
-Alongside these models, FinBERT, different versions of RoBERTa, and EconBERT were tested. The performance of the BERT-based models reported here is significantly better.
+Alongside these models, FinBERT, different versions of RoBERTa, and EconBERT were tested. The performance of the BERT-based models reported here is significantly better. In addition, fine-tuned ModernBERT versions are also available.
 
 ## Results
 
@@ -21,6 +21,8 @@ Alongside these models, FinBERT, different versions of RoBERTa, and EconBERT wer
 |------------------------------------------------------------------------|----------|----------|------|
 | [CBSI-bert-base-uncased](https://huggingface.co/brjoey/CBSI-bert-base-uncased)   | 0.88     | 0.88     | 0.49 |
 | [CBSI-bert-large-uncased](https://huggingface.co/brjoey/CBSI-bert-large-uncased) | 0.92     | 0.92     | 0.45 |
+| [CBSI-ModernBERT-base](https://huggingface.co/your-hf-org/CBSI-ModernBERT-base)   | 0.93    | 0.93    | 0.40 |
+| [CBSI-ModernBERT-large](https://huggingface.co/your-hf-org/CBSI-ModernBERT-large) | 0.91    | 0.91    | 0.53 |
 
 ## How to use