Update README.md

README.md

@@ -17,7 +17,7 @@ To train Aleph-Alpha-GermanWeb-Grammar-Classifier-BERT, we used [LanguageTool](h
 
 We trained Aleph-Alpha-GermanWeb-Grammar-Classifier-BERT on 95\% of the data to classify the high and low quality examples -- and used the remaining 5\% for validation, reaching a precision of 67\% and recall of 66\% on the validation set.
 
-Further details can be found in our accompanying paper (link to paper coming soon).
+Further details can be found in our [accompanying paper](https://arxiv.org/abs/2505.00022).
 
 ## Example Snippet