Update README.md

README.md

@@ -145,12 +145,21 @@ print(output)
 ## 📋 Cite Us
 
 ```
-@misc{biomedllama32024zekaoui,
-  author = {Nour Eddine Zekaoui},
-  title = {BioMed-LLaMa-3: Efficient Instruction Fine-Tuning in Biomedical Language},
-  year = {2024},
-  howpublished = {In Hugging Face Model Hub},
-  url = {https://huggingface.co/NouRed/BioMed-Tuned-Llama-3-8b}
+@InProceedings{10.1007/978-981-96-0695-5_32,
+    author="Zekaoui, Nour Eddine
+    and Mikram, Mounia
+    and Rhanoui, Maryem
+    and Yousfi, Siham",
+    editor="Sombattheera, Chattrakul
+    and Weng, Paul
+    and Pang, Jun",
+    title="BioMed-LLaMa-3: Instruction-Efficient Fine-Tuning of Large Language Models for Improved Biomedical Language Understanding",
+    booktitle="Multi-disciplinary Trends in Artificial Intelligence",
+    year="2025",
+    publisher="Springer Nature Singapore",
+    address="Singapore",
+    pages="399--410",
+    isbn="978-981-96-0695-5"
 }
 ```