Update README.md

README.md

@@ -113,7 +113,7 @@ German, French, Italian and Romansh documents in the [Swissdox@LiRI database](ht
 
 <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
 
-This model was finetuned via unsupervised [SimCSE](http://dx.doi.org/10.18653/v1/2021.emnlp-main.552). The same sequence is passed to the encoder twice and the distance between the two resulting embeddings is minimized.  Due to the drop-out, it will be encoded at slightly different positions in vector space.
+This model was finetuned via unsupervised [SimCSE](http://dx.doi.org/10.18653/v1/2021.emnlp-main.552). The same sequence is passed to the encoder twice and the distance between the two resulting embeddings is minimized.  Because of the drop-out, it will be encoded at slightly different positions in the vector space.
 
 The fine-tuning script can be accessed [here](Link).