Update README.md

README.md

@@ -8,6 +8,7 @@ tags:
 - pytorch_model_hub_mixin
 - model_hub_mixin
 pipeline_tag: zero-shot-image-classification
+library_name: prolip
 ---
 
 ## Official implementation of ViT-B/16 LongProLIP on ShareGPT4V
@@ -69,18 +70,20 @@ print("Image uncertainty: ", i_unc)
 print("Text uncertainty: ", t_unc)
 ```
 
-```
-@article{chun2025longprolip,
-  title={LongProLIP: A Probabilistic Vision-Language Model with Long Context Text},
-  author={Chun, Sanghyuk and Yun, Sangdoo},
-  journal={arXiv preprint arXiv:2503.08048},
-  year={2025}
+## Citation
+
+```bibtex
+@inproceedings{chun2025prolip,
+    title={Probabilistic Language-Image Pre-Training},
+    author={Chun, Sanghyuk and Kim, Wonjae and Park, Song and Yun, Sangdoo},
+    year={2025},
+    booktitle={International Conference on Learning Representations (ICLR)},
 }
 
-@article{chun2024prolip,
-  title={Probabilistic Language-Image Pre-Training},
-  author={Chun, Sanghyuk and Kim, Wonjae and Park, Song and Yun, Sangdoo},
-  journal={arXiv preprint arXiv:2410.18857},
-  year={2024}
+@inproceedings{chun2025longprolip,
+    title={LongProLIP: A Probabilistic Vision-Language Model with Long Context Text},
+    author={Chun, Sanghyuk and Yun, Sangdoo},
+    year={2025},
+    booktitle={ICLR Workshop on Quantify Uncertainty and Hallucination in Foundation Models},
 }
 ```