Update README.md

README.md

@@ -390,8 +390,8 @@ Phase `2` produces a finetuned `STS` model based on the model from phase `1`, wi
 
 ```bibtex
 @misc{silma2024embedding,
-  author = {Abu Bakr Soliman, Karim Ouda, Silma AI},
-  title = {Silma Embedding STS 0.1},
+  author = {Abu Bakr Soliman, Karim Ouda, SILMA AI},
+  title = {SILMA Embedding STS 0.1},
   year = {2024},
   publisher = {Hugging Face},
   howpublished = {\url{https://huggingface.co/silma-ai/silma-embeddding-sts-0.1}},
@@ -401,7 +401,7 @@ Phase `2` produces a finetuned `STS` model based on the model from phase `1`, wi
 #### APA:
 
 ```apa
-Abu Bakr Soliman, Karim Ouda, Silma AI. (2024). Silma Embedding STS 0.1 [Model]. Hugging Face. https://huggingface.co/silma-ai/silma-embeddding-sts-0.1
+Abu Bakr Soliman, Karim Ouda, SILMA AI. (2024). SILMA Embedding STS 0.1 [Model]. Hugging Face. https://huggingface.co/silma-ai/silma-embeddding-sts-0.1
 ```
 
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