Add BioCLIP 2 paper to citation request

README.md

@@ -207,6 +207,23 @@ Please cite both this compilation and its constituent data sources:
 
 This dataset has been updated from the original release (Revision [f5c5d30](https://huggingface.co/datasets/imageomics/IDLE-OO-Camera-Traps/tree/f5c5d301f912491c303caa2689078dcb15a98595), DOI: 10.57967/hf/5764); the update was in the consolidation of two island subset labels ([commit 7f81dec](https://huggingface.co/datasets/imageomics/IDLE-OO-Camera-Traps/tree/7f81dec47b97f78542e4dcea7fd0aa0d9b0cf3e8)).
 
+Please also cite the BioCLIP 2 paper for which this dataset was created:
+
+```
+@inproceedings{NEURIPS2025_94da80cb,
+ author = {Gu, Jianyang and Stevens, Sam and Campolongo, Elizabeth and Thompson, Matthew and Zhang, Net and Wu, Jiaman and Kopanev, Andrei and Mai, Zheda and White, Alexander and Balhoff, James and Dahdul, Wasila and Rubenstein, Daniel and Lapp, Hilmar and Berger-Wolf, Tanya and Chao, Wei-Lun (Harry) and Su, Yu},
+ booktitle = {Advances in Neural Information Processing Systems},
+ editor = {D. Belgrave and C. Zhang and H. Lin and R. Pascanu and P. Koniusz and M. Ghassemi and N. Chen},
+ pages = {102778--102811},
+ publisher = {Curran Associates, Inc.},
+ title = {BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning},
+ url = {https://proceedings.neurips.cc/paper_files/paper/2025/file/94da80cbfe870c1db958c88a8a27018c-Paper-Conference.pdf},
+ volume = {38},
+ year = {2025},
+ doi = {10.52202/085713-3436}
+}
+```
+
 Please be sure to also cite the original data sources (provided citations on their LILA BC pages are included):
 
   - [Ohio Small Animals](https://lila.science/datasets/ohio-small-animals/)