Update app.py

app.py

@@ -160,11 +160,11 @@ if __name__ == "__main__":
 
         gr.Markdown("# Automatic summarization of biomedical research papers with neural abstractive methods into a long and comprehensive synopsis or extreme TLDR summary version")
         gr.Markdown(
-            "A rather simple demo (developed for my Master Thesis project) using an ad-hoc fine-tuned LongT5 or LED model to summarize long biomedical articles (or any scientific text related to the biomedical domain) into a detailed, explanatory synopsis or extreme TLDR version."
+            "A rather simple demo (developed for my Master Thesis project) using an ad-hoc fine-tuned LongT5 or LED model to summarize long biomedical articles (or any scientific text related to the biomedical domain) into a detailed, explanatory synopsis or extreme TLDR summary."
         )
         with gr.Column():
 
-            gr.Markdown("### Load Text Inputs & Select Model and Summary Type")
+            gr.Markdown("### Load Text Inputs, Select Model & Summary Type")
             gr.Markdown(
                 "Enter text below in the text area. The text will be summarized [using the selected text generation parameters](https://huggingface.co/blog/how-to-generate). Optionally load an available example below or upload a file."
             )