Update README.md

README.md

@@ -11,6 +11,11 @@ pretty_name: OLMoE Mix (September 2024)
 
 # OLMoE Mix (September 2024)
 
+## Dataset Description
+
+- **Repository:** https://github.com/allenai/OLMoE
+- **Paper:** [OLMoE: Open Mixture-of-Experts Language Models](https://arxiv.org/abs/2409.02060)
+
 
 <img alt="OLMoE Mix Logo." src="olmoe-mix.png" width="250px">
 
@@ -46,3 +51,17 @@ In addition of the above, Starcoder dataset was further processed by removing an
 ## Licensing Information
 
 This mix is licensed under [Open Data Commons Attribution License (ODC-By) v1.0](https://opendatacommons.org/licenses/by/1-0/). By using this dataset, you are bound to licenses and Terms of Services of underlying datasets, which you can access by clicking on the links in the table above.
+
+## Citation
+
+```bibtex
+@misc{muennighoff2024olmoeopenmixtureofexpertslanguage,
+      title={OLMoE: Open Mixture-of-Experts Language Models}, 
+      author={Niklas Muennighoff and Luca Soldaini and Dirk Groeneveld and Kyle Lo and Jacob Morrison and Sewon Min and Weijia Shi and Pete Walsh and Oyvind Tafjord and Nathan Lambert and Yuling Gu and Shane Arora and Akshita Bhagia and Dustin Schwenk and David Wadden and Alexander Wettig and Binyuan Hui and Tim Dettmers and Douwe Kiela and Ali Farhadi and Noah A. Smith and Pang Wei Koh and Amanpreet Singh and Hannaneh Hajishirzi},
+      year={2024},
+      eprint={2409.02060},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2409.02060}, 
+}
+```