Update README.md

README.md

@@ -30,7 +30,7 @@ E.g model, approach, prior knowledge, them, it...
 
 ## Training
 - Learning Rate: 1e-05
--Epochs: 10,
+- Epochs: 10,
 
 ## Performance
 - Eval Loss: 0.401
@@ -38,7 +38,7 @@ E.g model, approach, prior knowledge, them, it...
 - Recall: 0.632
 - F1: 0.603
 
-![](https://github.com/AI-Growth-Lab/SciNerTopic/raw/main/vis/ner-model-confusion.pngsciner-map.jpg)
+![](https://github.com/AI-Growth-Lab/SciNerTopic/raw/main/vis/ner-model-confusion.png)
 
 
 ## Colab