Update README.md

README.md

@@ -21,7 +21,7 @@ size_categories:
 
 - **Homepage:** https://huggingface.co/datasets/coastalcph/populism-eu-speeches
 - **Repository:** https://github.com/coastalcph/populism-llms
-- **Paper:**TBA
+- **Paper:** https://arxiv.org/abs/2507.19303
 - **Point of Contact:** [Ilias Chalkidis](mailto:ilias.chalkidis@di.ku.dk)
 
 
@@ -100,7 +100,7 @@ The authors do not endorse the use of such language.
 
 *[Identifying Fine-grained Forms of Populism in Political Campaign Speeches: A Case Study on Donald Trump’s Presidential Campaigns over a Decade (2015-2025). 
 Ilias Chalkidis, Stephanie Brandl, and Paris Aslanidis. 
-Arxiv Preprint, 2025.](TBA)*
+Arxiv Preprint, 2025.](https://arxiv.org/abs/2507.19303)*
 
 ```
 @misc{chalkidis-et-al-2025-populism,
@@ -108,7 +108,8 @@ Arxiv Preprint, 2025.](TBA)*
     author = "Chalkidis, Ilias and Brandl, Stephanie and Aslanidis, Paris",
     year = "2025",
     archivePrefix={arXiv},
-    primaryClass={cs.LG}
+    primaryClass={cs.LG},
+    url={https://arxiv.org/abs/2507.19303}
 }
 
 ```