Update README.md with citation and arXiv link

README.md

@@ -84,7 +84,7 @@ tags:
 # AgentSLR: Priority Pathogens Dataset
 
 <p align="left">
-  <a href="https://arxiv.org" style="display:inline-flex;vertical-align:top;align-items:center;gap:6px;height:38px;box-sizing:border-box;padding:0 12px;margin:0 8px 8px 0;border:1px solid #d4d4d8;border-radius:6px;text-decoration:none;color:inherit;background:#ffffff;">
+  <a href="https://arxiv.org/abs/2603.22327" style="display:inline-flex;vertical-align:top;align-items:center;gap:6px;height:38px;box-sizing:border-box;padding:0 12px;margin:0 8px 8px 0;border:1px solid #d4d4d8;border-radius:6px;text-decoration:none;color:inherit;background:#ffffff;">
     <span style="display:inline-flex;align-items:center;justify-content:center;width:16px;height:16px;line-height:1;flex:0 0 16px;">
       <img src="assets/arxiv.svg" alt="Paper" width="15" style="display:block;">
     </span>
@@ -202,10 +202,14 @@ This release provides metadata and structured outputs only. Downstream redistrib
 If you use the paper, dataset or codebase, please cite our paper:
 
 ```bibtex
-@article{padarha2026agentslr,
-  title={AgentSLR: Automating Systematic Literature Reviews in Epidemiology with Agentic AI},
-  author={Padarha, Shreyansh and Kearns, Ryan Othniel and Naidoo, Tristan and Yang, Lingyi and Borchmann, {\L}ukasz and B{\l}aszczyk, Piotr and Morgenstern, Christian and McCabe, Ruth and Bhatia, Sangeeta and Torr, Philip H. and Foerster, Jakob and Hale, Scott A. and Rawson, Thomas and Cori, Anne and Semenova, Elizaveta and Mahdi, Adam},
-  year={2026}
+@misc{padarha2026agentslr,
+      title={AgentSLR: Automating Systematic Literature Reviews in Epidemiology with Agentic AI}, 
+      author={Shreyansh Padarha and Ryan Othniel Kearns and Tristan Naidoo and Lingyi Yang and Łukasz Borchmann and Piotr BŁaszczyk and Christian Morgenstern and Ruth McCabe and Sangeeta Bhatia and Philip H. Torr and Jakob Foerster and Scott A. Hale and Thomas Rawson and Anne Cori and Elizaveta Semenova and Adam Mahdi},
+      year={2026},
+      eprint={2603.22327},
+      archivePrefix={arXiv},
+      primaryClass={cs.IR},
+      url={https://arxiv.org/abs/2603.22327}, 
 }
 ```