Update README.md

README.md

@@ -57,9 +57,13 @@ The model was trained on a processed version of GenBank sequences spanning multi
 
 ## Publications
 
-- Achieved **2nd place** at a national event in Fortaleza, Ceará, Brazil - [Symposium on Knowledge Discovery, Mining and Learning (KDMiLe) - SBC](https://doi.org/10.5753/kdmile.2025.247575).
-- Later accepted for publication in Athens, Greece, on [International Conference on BioInformatics and BioEngineering (BIBE) - IEEE](pending).
-
+- **Full Paper – 2nd Place (National)**  
+  Achieved **2nd place** at the _Symposium on Knowledge Discovery, Mining and Learning (KDMiLe 2025)_, organized by the Brazilian Computer Society (SBC), held in Fortaleza, Ceará, Brazil.  
+  [https://doi.org/10.5753/kdmile.2025.247575](https://doi.org/10.5753/kdmile.2025.247575)
+- **Short Paper (International)**  
+  Presented at the _IEEE International Conference on Bioinformatics and BioEngineering (BIBE 2025)_, held in Athens, Greece.  
+  [https://doi.org/10.1109/BIBE66822.2025.00113](https://doi.org/10.1109/BIBE66822.2025.00113)
+  
 ## Training
 
 - Trained on an architecture with 8x H100 GPUs.
@@ -72,10 +76,4 @@ The full code for **data processing, model training, and inference** is availabl
 You can find scripts for:  
 - Preprocessing GenBank sequences  
 - Fine-tuning models  
-- Evaluating and using the trained models
-
-## Reference
-
-If you use this model in scientific research, please cite:
-
-> [future IEEE link](pending)
+- Evaluating and using the trained models