Update README.md

README.md

@@ -48,7 +48,35 @@ Correspondence to Mengyao Xu ([email protected]) and Benedikt Schifferer (bsch
 ### Citation
 
 ```
-Will be published soon
+@misc{xu2025llamanemoretrievercolembedtopperforming,
+      title={Llama Nemoretriever Colembed: Top-Performing Text-Image Retrieval Model}, 
+      author={Mengyao Xu and Gabriel Moreira and Ronay Ak and Radek Osmulski and Yauhen Babakhin and Zhiding Yu and Benedikt Schifferer and Even Oldridge},
+      year={2025},
+      eprint={2507.05513},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2507.05513}, 
+}
+
+@misc{li2025eagle2buildingposttraining,
+      title={Eagle 2: Building Post-Training Data Strategies from Scratch for Frontier Vision-Language Models}, 
+      author={Zhiqi Li and Guo Chen and Shilong Liu and Shihao Wang and Vibashan VS and Yishen Ji and Shiyi Lan and Hao Zhang and Yilin Zhao and Subhashree Radhakrishnan and Nadine Chang and Karan Sapra and Amala Sanjay Deshmukh and Tuomas Rintamaki and Matthieu Le and Ilia Karmanov and Lukas Voegtle and Philipp Fischer and De-An Huang and Timo Roman and Tong Lu and Jose M. Alvarez and Bryan Catanzaro and Jan Kautz and Andrew Tao and Guilin Liu and Zhiding Yu},
+      year={2025},
+      eprint={2501.14818},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2501.14818}, 
+}
+
+@misc{moreira2025nvretrieverimprovingtextembedding,
+      title={NV-Retriever: Improving text embedding models with effective hard-negative mining}, 
+      author={Gabriel de Souza P. Moreira and Radek Osmulski and Mengyao Xu and Ronay Ak and Benedikt Schifferer and Even Oldridge},
+      year={2025},
+      eprint={2407.15831},
+      archivePrefix={arXiv},
+      primaryClass={cs.IR},
+      url={https://arxiv.org/abs/2407.15831}, 
+}
 ```
 
 ### NVIDIA’s Retrieval Models