Update README.md

README.md

@@ -27,6 +27,20 @@ discourse structure, tree, node, tree kernel, features, noise, criteria
 often used as connection words.
 E.g model, approach, prior knowledge, them, it...
 
+
+## Training
+- Learning Rate: 1e-05
+-Epochs: 10,
+
+## Performance
+- Eval Loss: 0.401
+- Precision 0.577
+- Recall: 0.632
+- F1: 0.603
+
+![](https://github.com/AI-Growth-Lab/SciNerTopic/raw/main/vis/ner-model-confusion.pngsciner-map.jpg)
+
+
 ## Colab
 
 Check out how this model is used for NER-enhanced topic modelling.