Update README.md

README.md

@@ -27,7 +27,7 @@ library_name: transformers
   <a href="https://huggingface.co/collections/KaLM-Embedding/lychee-kalm-reranker">
     <img src="https://img.shields.io/badge/%F0%9F%A4%97_Collection-Model-ffbd45.svg" alt="HF Collection">
   </a>
-  <a href="https://arxiv.org/abs/2506.20923">
+  <a href="https://arxiv.org/abs/2606.22807">
     <img src="https://img.shields.io/badge/Paper-KaLM--Reranker--V1-d4333f?logo=arxiv&logoColor=white&colorA=cccccc&colorB=d4333f&style=flat" alt="Paper">
   </a>
   <a href="https://github.com/KaLM-Embedding">
@@ -203,12 +203,14 @@ rankings: [{'corpus_id': 0, 'score': 0.9999822378158569}, {'corpus_id': 1, 'scor
 # Citation
 If you find this model useful, please cite our papers.
 ```
-@misc{zhao2026kalmreranker,
-      title={KaLM-Reranker-V1: Fast but Not Late Interaction for Compressed Document Reranking},
+@misc{zhao2026kalmrerankerv1,
+      title={KaLM-Reranker-V1: Fast but Not Late Interaction for Compressed Document Reranking}, 
       author={Xinping Zhao and Jiaxin Xu and Ziqi Dai and Xin Zhang and Shouzheng Huang and Danyu Tang and Xinshuo Hu and Meishan Zhang and Baotian Hu and Min Zhang},
       year={2026},
+      eprint={2606.22807},
       archivePrefix={arXiv},
       primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2606.22807}, 
 }
 
 @inproceedings{zhao2026kalmembeddingv2,