Upload README.md

README.md

@@ -90,13 +90,10 @@ Despite multiple rounds of manual review, there may still be a small number of e
 If you find Encyclo-K useful in your research, please cite our paper:
 
 ```bibtex
-@misc{encyclo-k2025,
-    title={Encyclo-K: Dynamic Evaluation of LLMs' Comprehensive Understanding over Multiple Knowledge Statements},
-    author={Yiming Liang and Yizhi Li and Ge Zhang and Yuchen Wu and Yinzhu Piao and Denghui Cao and Tong Sun and Ziniu Li and Li Du and Bo Lei and Jiaheng Liu and Chenghua Lin and Zhaoxiang Zhang and Yantao Du and Wenhao Huang and Jiajun Zhang},
-    year={2025},
-    eprint={},
-    archivePrefix={arXiv},
-    primaryClass={cs.CL},
-    url={}, 
+@article{liang2025encyclo0k0,
+  title   = {Encyclo-K: Evaluating LLMs with Dynamically Composed Knowledge Statements},
+  author  = {Yiming Liang and Yizhi Li and Yantao Du and Ge Zhang and Jiayi Zhou and Yuchen Wu and Yinzhu Piao and Denghui Cao and Tong Sun and Ziniu Li and Li Du and Bo Lei and Jiaheng Liu and Chenghua Lin and Zhaoxiang Zhang and Wenhao Huang and Jiajun Zhang},
+  year    = {2025},
+  journal = {arXiv preprint arXiv: 2512.24867}
 }
 ```