Update Citations in README.md (#5)

- Update Citations in README.md (9f8577d844cdfd038ae92ba956d9ceaf685e4516)
- Update README.md (a38f3c4efe965810d9757e851961390fc1c6cb21)


Co-authored-by: Elizabeth Campolongo <egrace479@users.noreply.huggingface.co>

README.md

@@ -1,5 +1,5 @@
 ---
-license: 
+license:
 - mit
 language:
 - en
@@ -19,7 +19,7 @@ tags:
 - multimodal
 - knowledge-guided
 datasets:
-- TreeOfLife-10M
+- imageomics/TreeOfLife-10M
 - iNat21
 - BIOSCAN-1M
 - EOL
@@ -247,13 +247,11 @@ In short, BioCLIP forms representations that more closely align to the taxonomic
 Please also cite our paper:
 
 ```
-@article{stevens2023bioclip,
-  title = {BIOCLIP: A Vision Foundation Model for the Tree of Life}, 
+@inproceedings{stevens2024bioclip,
+  title = {{B}io{CLIP}: A Vision Foundation Model for the Tree of Life}, 
   author = {Samuel Stevens and Jiaman Wu and Matthew J Thompson and Elizabeth G Campolongo and Chan Hee Song and David Edward Carlyn and Li Dong and Wasila M Dahdul and Charles Stewart and Tanya Berger-Wolf and Wei-Lun Chao and Yu Su},
-  year = {2023},
-  eprint = {2311.18803},
-  archivePrefix = {arXiv},
-  primaryClass = {cs.CV}
+  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
+  year = {2024}
 }
 
 ```
@@ -299,4 +297,4 @@ Elizabeth G. Campolongo, Samuel Stevens, and Jiaman Wu
 
 ## Model Card Contact
 
-[stevens.994@osu.edu](mailto:stevens.994@osu.edu)
+[stevens.994@osu.edu](mailto:stevens.994@osu.edu)