Update README.md

README.md

@@ -121,6 +121,7 @@ Development of the Russian Federation (IGK
 Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.
 
 ## Citation [optional]
+arxiv.org/abs/2511.08217
 
 <!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
 
@@ -130,6 +131,8 @@ Users should be made aware of the risks, biases and limitations of the dataset.
 
 **APA:**
 
+ arxiv.org/abs/2511.08217
+
 [More Information Needed]
 
 ## Glossary [optional]