Update README.md

README.md

@@ -13,5 +13,28 @@ WORKBank (AI Agent Worker Outlook and Readiness Knowledge Bank) is a database th
 
 We share our dataset here. Our [github repository](https://github.com/shaoyijia/work-bank/tree/main) contains our dataset [Code Book](https://github.com/shaoyijia/work-bank/blob/readme-draft/data/codebook.pdf) and the code used for analysis and plotting of diagrams.
 
+To download a data file, use:
 
+```
+from datasets import load_dataset
+
+dataset = load_dataset("SALT-NLP/WORKBank", data_files="worker_data/domain_worker_metadata.csv")
+
+```
+
+## Citation
+
+Please cite our paper if you use this code or part of it in your work:
+
+```
+@misc{shao2025futureworkaiagents,
+      title={Future of Work with AI Agents: Auditing Automation and Augmentation Potential across the U.S. Workforce}, 
+      author={Yijia Shao and Humishka Zope and Yucheng Jiang and Jiaxin Pei and David Nguyen and Erik Brynjolfsson and Diyi Yang},
+      year={2025},
+      eprint={2506.06576},
+      archivePrefix={arXiv},
+      primaryClass={cs.CY},
+      url={https://arxiv.org/abs/2506.06576}, 
+}
+```