Add AMALIA benchmark README with citation

README.md

@@ -24,7 +24,7 @@ Simple text-completion dataset to evaluete model bias towards European Portugues
 
 
 
-This dataset is provided as part of the [AMALIA project](https://github.com/AMALIA-LLM/AMALIA) and is included in [AMALIA-Bench](https://github.com/AMALIA-LLM/amalia-eval), a comprehensive benchmark suite for evaluating large language models on European Portuguese.
+This dataset is provided as part of the [AMALIA project](https://github.com/AMALIA-LLM/AMALIA) and is included in [AMALIA-Bench](https://github.com/AMALIA-LLM/amalia-lm-eval), a comprehensive benchmark suite for evaluating large language models on European Portuguese.
 
 ---
 
@@ -45,5 +45,15 @@ If you use this dataset or AMALIA in your work, please cite:
     pages = "380--391",
     isbn = "979-8-89176-387-6"
 }
+
+@misc{simplicio2026amaliatechnicalreportfully,
+    title = {AMALIA Technical Report: A Fully Open Source Large Language Model for European Portuguese}, 
+    author = {Afonso Simplício and Gonçalo Vinagre and Miguel Moura Ramos and Diogo Tavares and Rafael Ferreira and Giuseppe Attanasio and Duarte M. Alves and Inês Calvo and Inês Vieira and Rui Guerra and James Furtado and Beatriz Canaverde and Iago Paulo and Vasco Ramos and Diogo Glória-Silva and Miguel Faria and Marcos Treviso and Daniel Gomes and Pedro Gomes and David Semedo and André Martins and João Magalhães},
+    year = {2026},
+    eprint = {2603.26511},
+    archivePrefix = {arXiv},
+    primaryClass = {cs.CL},
+    url = {https://arxiv.org/abs/2603.26511}
+}
 ```