Update README.md

README.md

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 This model, **XL-DURel**, is trained on **ordinal WiC** data and it is optimized using [**AnglE Loss**](https://arxiv.org/abs/2309.12871) (Li & Li, 2023).
 
-For more details, see our paper: [📄 XL-DURel: Finetuning Sentence Transformers for Ordinal Word-in-Context Classification](https://arxiv.org/pdf/2507.14578)
+For more details, see our paper: [XL-DURel: Finetuning Sentence Transformers for Ordinal Word-in-Context Classification](https://arxiv.org/pdf/2507.14578)
 
 # Reproducing Results
 
-To reproduce the results presented in the **XL-DURel** paper, please follow the instructions in our GitHub repository:[🔗 XL-DURel Reproduction Instructions](https://github.com/sachinn12/XL-DURel)
+To reproduce the results presented in the **XL-DURel** paper, please follow the instructions in our GitHub repository:[XL-DURel Reproduction Instructions](https://github.com/sachinn12/XL-DURel)
 
 ## Usage