Update README.md

README.md

@@ -14,7 +14,8 @@ This is a [sentence-transformers](https://www.SBERT.net) model, specific for Git
 
 ## Dataset
 
-For training, we used the [NLBSE22 dataset](https://nlbse2022.github.io/tools/)
+For training, we used the [NLBSE22 dataset](https://nlbse2022.github.io/tools/), after removing issues with empty body and duplicates.
+Similarity between title and body was used to train the sentence embedding model.
 
 
 ## Usage (Sentence-Transformers)
@@ -38,7 +39,8 @@ print(embeddings)
 
 
 ## Training
-The model was trained with the parameters:
+The model was trained for ten epochs, using Multiple Negative Ranking Loss. We assumed that title and body of the same issue have to be similar.
+We used the following parameters:
 
 **DataLoader**: