Update README.md

README.md

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 The model is trained with Masked thought Fine-Tuning (MFT), a simple variant of standard Supervised Fine-Tuning (SFT). You can refer to our code and paper below.
 
 ## Links
-- **Code**: [GitHub Repository](https://github.com/ChangyuChen347/MaskedThought)
-- **Paper**: [Arxiv Paper](https://arxiv.org/abs/2403.02178)
+- **Code**: [https://github.com/ChangyuChen347/MaskedThought](https://github.com/ChangyuChen347/MaskedThought)
+- **Paper**: [https://arxiv.org/abs/2403.02178](https://arxiv.org/abs/2403.02178)
 
 ## Results
 We test it with the scripts provided in our code.