Update README.md

README.md

@@ -221,7 +221,7 @@ The fine-tuning was performed using the 🤗 Transformers library.
 
 **BibTeX:** 
 #### Original paper 
-
+```
 @inproceedings{schaub2024,
   author    = {L.-P. Schaub Torre and P. Quiros and H. Garcia-Mieres},
   title     = {Detección Automática de Patologías en Notas Clínicas en Español Combinando Modelos de Lenguaje y Ontologías Médicos},
@@ -232,9 +232,9 @@ The fine-tuning was performed using the 🤗 Transformers library.
   address   = {Valladolid},
   url       = {https://ceur-ws.org/Vol-3846/},
 }
-
+```
 #### English version 
-
+```
 @misc{torre2024automaticdetectiondiseasesspanish,
       title={Automatic detection of diseases in Spanish clinical notes combining medical language models and ontologies}, 
       author={Leon-Paul Schaub Torre and Pelayo Quiros and Helena Garcia Mieres},
@@ -244,11 +244,11 @@ The fine-tuning was performed using the 🤗 Transformers library.
       primaryClass={cs.CL},
       url={https://arxiv.org/abs/2412.03176}, 
 }
-
+```
 **APA:**
-
+```
 Schaub Torre, L.-P., Quiros, P., & Garcia-Mieres, H. (2024). Detección automática de patologías en notas clínicas en español combinando modelos de lenguaje y ontologías médicos. In SEPLN-2024: 40th Conference of the Spanish Society for Natural Language Processing (pp. 99–120). Universidad de Valladolid, ECA-SIMM Research Group, Departamento de Informática. https://ceur-ws.org/Vol-3846/
-
+```
 ## Glossary [optional]