Update README.md

README.md

@@ -169,17 +169,21 @@ Specific hardware details are under documentation review. Future updates will in
 
 **BibTeX:**
 
-@misc{TheFinAI_plutus8B,
-  author       = {The Fin AI},
-  title        = {plutus-8B-instruct: Instruction-tuned LLM for Greek finance},
-  howpublished = {\\url{https://huggingface.co/TheFinAI/plutus-8B-instruct}},
-  year         = {2023},
-  note         = {Based on ilsp/Llama-Krikri-8B-Instruct, fine-tuned using LoRA on Greek financial datasets.}
+```bibtex
+@misc{peng2025plutusbenchmarkinglargelanguage,
+      title={Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance}, 
+      author={Xueqing Peng and Triantafillos Papadopoulos and Efstathia Soufleri and Polydoros Giannouris and Ruoyu Xiang and Yan Wang and Lingfei Qian and Jimin Huang and Qianqian Xie and Sophia Ananiadou},
+      year={2025},
+      eprint={2502.18772},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2502.18772}, 
 }
+```
 
 **APA:**
 
-The Fin AI. (2023). plutus-8B-instruct: Instruction-tuned LLM for Greek finance. Retrieved from https://huggingface.co/TheFinAI/plutus-8B-instruct
+Peng, X., Papadopoulos, T., Soufleri, E., Giannouris, P., Xiang, R., Wang, Y., Qian, L., Huang, J., Xie, Q., & Ananiadou, S. (2025). Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance. arXiv preprint arXiv:2502.18772. https://arxiv.org/abs/2502.18772
 
 ## Glossary [optional]
 
@@ -198,4 +202,4 @@ The model card was prepared by The Fin AI team with inputs from the Hugging Face
 
 ## Model Card Contact
 
-For additional questions or feedback, please contact The Fin AI team
+For additional questions or feedback, please contact The Fin AI team.