Update README.md

README.md

@@ -63,15 +63,18 @@ deepspeed --include localhost:0,1,2,3 --master_port 60000 --module tevatron.retr
   --gradient_accumulation_steps 4
 ```
 
-For citation, please also see the [original RepLLaMA paper](https://arxiv.org/abs/2310.08319) and feel free to cite Promptriever as well:
 
 # Citation
+For citation, please also see the [original RepLLaMA paper](https://arxiv.org/abs/2310.08319) and feel free to cite Promptriever as well:
 
 ```bibtex
 @article{weller2024promptriever,
-  title={Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models},
-  author={Weller, Orion and Van Durme, Benjamin and Lawrie, Dawn and Paranjape, Ashwin and Zhang, Yuhao and Hessel, Jack},
-  journal={arXiv preprint TODO},
-  year={2024}
+      title={Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models}, 
+      author={Orion Weller and Benjamin Van Durme and Dawn Lawrie and Ashwin Paranjape and Yuhao Zhang and Jack Hessel},
+      year={2024},
+      eprint={2409.11136},
+      archivePrefix={arXiv},
+      primaryClass={cs.IR},
+      url={https://arxiv.org/abs/2409.11136}, 
 }
 ```