Update README.md

README.md

@@ -128,6 +128,44 @@ Use the code below to get started with the model.
 The model has been submitted to the 2025 BabyLM Challenge – Interaction Track:
 https://huggingface.co/spaces/BabyLM-community/babylm-leaderboard-2025-all-tasks
 
+## Citation
+
+This model was introduced in the paper:  
+**“CLASS-IT: Conversational and Lecture-Aligned Small-Scale Instruction Tuning for BabyLMs”**  
+*(Capone, Bondielli & Lenci, BabyLM Challange 2025)*  
+📄 [ArXiv: 2510.25364](https://arxiv.org/abs/2510.25364)
+
+**Cite as (BibTeX)**:
+```
+@inproceedings{capone-etal-2025-class,
+    title = "{CLASS}-{IT}: Conversational and Lecture-Aligned Small-Scale Instruction Tuning for {B}aby{LM}s",
+    author = "Capone, Luca  and
+      Bondielli, Alessandro  and
+      Lenci, Alessandro",
+    editor = "Charpentier, Lucas  and
+      Choshen, Leshem  and
+      Cotterell, Ryan  and
+      Gul, Mustafa Omer  and
+      Hu, Michael Y.  and
+      Liu, Jing  and
+      Jumelet, Jaap  and
+      Linzen, Tal  and
+      Mueller, Aaron  and
+      Ross, Candace  and
+      Shah, Raj Sanjay  and
+      Warstadt, Alex  and
+      Wilcox, Ethan Gotlieb  and
+      Williams, Adina",
+    booktitle = "Proceedings of the First BabyLM Workshop",
+    month = nov,
+    year = "2025",
+    address = "Suzhou, China",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/2025.babylm-main.30/",
+    pages = "436--444",
+    ISBN = "TODO"
+}
+```
 
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 ### Testing Data, Factors & Metrics