Update README.md

README.md

@@ -207,15 +207,14 @@ Explainability studies: Investigate interactions between news tone and market mo
 
 ## Citation
 
-If you use this dataset, please also cite the original work:
-
-NIFTY Dataset: Raeid Saqur, NIFTY: News-Informed Financial Trend Yield Dataset (2024)
-
-@article{saqur2024nifty,
-  title={NIFTY: News-Informed Financial Trend Yield Dataset},
-  author={Saqur, Raeid and others},
-  journal={arXiv preprint arXiv:2405.09747},
-  year={2024}
+If you use the NIFTY Financial dataset in your work, please consider citing our paper:
+
+@article{raeidsaqur2024NiftyLM,
+    title        = {NIFTY-LM Financial News Headlines Dataset for LLMs},
+    author       = {Raeid Saqur},
+    year         = 2024,
+    journal      = {ArXiv},
+    url          = {https://arxiv.org/abs/2024.5599314}
 }
 
 ## Acknowledgements