Update README.md

README.md

@@ -131,17 +131,34 @@ SentenceTransformer(
 
 ## Citing & Authors
 
-The article has been presented at EPIA 2024 conference but the Springer proceedings are not available yet.
-In the meantime, if you use this model you may cite the arXiv preprint:
+
+The article has been presented at EPIA 2024 conference and published by Springer:
+
+
+    @InProceedings{epia2024serafim,
+        title={Open Sentence Embeddings for Portuguese with the Serafim PT* encoders family}, 
+        author={Luís Gomes and António Branco and João Silva and João Rodrigues and Rodrigo Santos},
+        editor={Manuel Filipe Santos and José Machado and Paulo Novais and Paulo Cortez and Pedro Miguel Moreira},
+        booktitle={Progress in Artificial Intelligence},
+        doi={doi.org/10.1007/978-3-031-73503-5_22},
+        year={2024},
+        publisher={Springer Nature Switzerland},
+        address={Cham},
+        pages={267--279},
+        isbn={978-3-031-73503-5}
+    }
+
+
+Before publication by Springer, the pre-print was available at arXiv:
 
     @misc{gomes2024opensentenceembeddingsportuguese,
-          title={Open Sentence Embeddings for Portuguese with the Serafim PT* encoders family}, 
-          author={Luís Gomes and António Branco and João Silva and João Rodrigues and Rodrigo Santos},
-          year={2024},
-          eprint={2407.19527},
-          archivePrefix={arXiv},
-          primaryClass={cs.CL},
-          url={https://arxiv.org/abs/2407.19527}, 
+        title={Open Sentence Embeddings for Portuguese with the Serafim PT* encoders family}, 
+        author={Luís Gomes and António Branco and João Silva and João Rodrigues and Rodrigo Santos},
+        year={2024},
+        eprint={2407.19527},
+        archivePrefix={arXiv},
+        primaryClass={cs.CL},
+        url={https://arxiv.org/abs/2407.19527}, 
     }