Update app.py

app.py

@@ -146,7 +146,7 @@ def visualize(input_img, visual_emb_gam_setups, show_scores, show_cbars):
   return fig
 
 description = 'Visualize the patch contributions of [visual Emb-GAMs](https://huggingface.co/models?other=visual%20emb-gam) to class labels.'
-article = '''An extension of [Emb-GAMs](https://arxiv.org/abs/2209.11799), visual Emb-GAMs classify images by embedding images, taking intermediate representations correponding to different spatial regions, summing these up and predicting a class label from the sum using a GAM.
+article = '''An extension of [Emb-GAMs](https://arxiv.org/abs/2209.11799), visual Emb-GAMs classify images by embedding images, taking intermediate representations correponding to different spatial regions, summing these up, and predicting a class label from the sum using a GAM.
 
 The use of a sum of embeddings allows us to visualize which regions of an image contributed positive or negatively to each class score.