Update README.md

README.md

@@ -67,4 +67,37 @@ output = model(batch)
 ## Citation
 The model is prepared for [TextDetox 2025 Shared Task](https://pan.webis.de/clef25/pan25-web/text-detoxification.html) evaluation.
 
-Citation TBD soon.
+```
+@inproceedings{dementieva2025overview,
+  title={Overview of the Multilingual Text Detoxification Task at PAN 2025},
+  author={Dementieva, Daryna and
+      Protasov, Vitaly and
+      Babakov, Nikolay and
+      Rizwan, Naquee and
+      Alimova, Ilseyar and
+      Brune, Caroline and
+      Konovalov, Vasily and
+      Muti, Arianna and
+      Liebeskind, Chaya and
+      Litvak, Marina and
+      Nozza, Debora, and
+      Shah Khan, Shehryaar and
+      Takeshita, Sotaro and
+      Vanetik, Natalia and
+      Ayele, Abinew Ali and
+      Schneider, Frolian and
+      Wang, Xintog and
+      Yimam, Seid Muhie and
+      Elnagar, Ashraf and
+      Mukherjee, Animesh and
+      Panchenko, Alexander},
+    booktitle={Working Notes of CLEF 2025 -- Conference and Labs of the Evaluation Forum},
+    editor={Guglielmo Faggioli and Nicola Ferro and Paolo Rosso and Damiano Spina},
+    month =                    sep,
+    publisher =                {CEUR-WS.org},
+    series =                   {CEUR Workshop Proceedings},
+    site =                     {Vienna, Austria},
+    url =                      {https://ceur-ws.org/Vol-4038/paper_278.pdf},
+    year =                     2025
+}
+```