update arXiv link in README

README.md

@@ -53,7 +53,7 @@ Preferred Networks, Inc.
 
 ## Publications
 
-Detailed evaluation results will be given in the research paper (to be released).
+Detailed evaluation results will be given in the [research paper](https://arxiv.org/abs/2511.00421).
 
 ## Citations
 
@@ -61,7 +61,7 @@ Detailed evaluation results will be given in the research paper (to be released)
 @article{medrect2025,
       title={MedRECT: A Medical Reasoning Benchmark for Error Correction in Clinical Texts},
       author={Iwase, Naoto and Okuyama, Hiroki and Iwasawa, Junichiro},
-      journal={arXiv preprint (to be released)},
+      journal={arXiv preprint arXiv:2511.00421},
       year={2025}
 }
 ```