Update README.md

README.md

@@ -40,11 +40,7 @@ This repository contains two model variants:
 
 ## System report
 
-For full details on data, training procedure, and results, see the accompanying system report:
-
-> Moins, T., Cafiero, F., Camps, J.-B., Conte, L., Guidi, E., Hensley, B., Kapitan, K., Macedo, C., Peratello, P., Vermaas, C., & Vidal-Gorène, C. (2026).
-> *MEDUSA 0.1: Medieval European Documents Unified System for Automated text recognition —
-> System Report for the ICDAR 2026 Competition on Multilingual Medieval Handwritten Text Recognition.* École nationale des chartes – PSL.
+For full details on data, training procedure, and results, see the [accompanying system report](https://enc.hal.science/hal-05600991).
 
 ---
 
@@ -200,16 +196,16 @@ Transcriptions follow the [CATMuS guidelines](https://catmus-guidelines.github.i
 If you use MEDUSA in your research, please cite:
 
 ```bibtex
-@techreport{medusa2026,
-  author    = {Moins, Théo and Cafiero, Florian and Camps, Jean-Baptiste and
-               Conte, Lilla and Guidi, Emilie and Hensley, Brenna and
-               Kapitan, Katarzyna and Macedo, Carolina and Peratello, Paola and
-               Vermaas, Cecile and Vidal-Gorène, Chahan},
-  title     = {{MEDUSA 0.1}: Medieval European Documents Unified System for
-               Automated text recognition — System Report for the {ICDAR} 2026
-               Competition on Multilingual Medieval Handwritten Text Recognition},
-  institution = {École nationale des chartes -- {PSL}},
-  year      = {2026},
+@unpublished{moins:hal-05600991,
+  TITLE = {{MEDUSA 0.1: Medieval European Documents Unified System for Automated text recognition System Report for the ICDAR 2026 Competition on Multilingual Medieval Handwritten Text Recognition}},
+  AUTHOR = {Moins, Th{\'e}o and Cafiero, Florian and Camps, Jean-Baptiste and Conte, Lilla and Guidi, Emilie and Hensley, Brenna and Kapitan, Katarzyna and Macedo, Carolina and Peratello, Paola and Vermaas, Cecile and Vidal-Gor{\`e}ne, Chahan},
+  URL = {https://enc.hal.science/hal-05600991},
+  NOTE = {working paper or preprint},
+  YEAR = {2026},
+  MONTH = Apr,
+  PDF = {https://enc.hal.science/hal-05600991v1/file/MEDUSA__MEDieval_Universal_Script_Analysis-6.pdf},
+  HAL_ID = {hal-05600991},
+  HAL_VERSION = {v1},
 }
 ```