Update app.py

app.py

@@ -77,7 +77,7 @@ if (uploaded_file is not None) and (not 'generation_done' in st.session_state):
     # read paper content
     essay = monkeyReader.readEssay(saved_file_path)
         
-    with st.status("Understanding paper..."):
+    with st.status("Understanding paper...\nThis might take a while, feel free to grab a coffee!"):
         
         Barttokenizer = BartTokenizer.from_pretrained('facebook/bart-large-cnn')
         summ_model_path = 'com3dian/Bart-large-paper2slides-summarizer'
@@ -92,7 +92,7 @@ if (uploaded_file is not None) and (not 'generation_done' in st.session_state):
         del Barttokenizer
         length = document.merge(range_values[0],range_values[1], BartSE, device)
 
-    with st.status("Generating slides..."):
+    with st.status("Generating slides...\nThey'll be ready shortly!"):
         summarizor = pipeline("summarization", model=summ_model_path, device = device)
         title_list = document.segmentation['key']
         summ_text = summarizor(document.segmentation['text'], max_length=100, min_length=10, do_sample=False)
@@ -302,4 +302,17 @@ if (summ_text is not None) or ('summ_text' in st.session_state):
         file_name="slides.pdf",
         mime="application/pdf"
     )
+    st.markdown("""Great! Thank you for using this huggingface space.
+                   If you want to know more about this application, you can take a look at the [paper](https://studenttheses.uu.nl/handle/20.500.12932/45939).
+                   To contact the author you can send an email to [email protected];
+                   To cite the paper you can use Bibtex
+                   \n```
+                   @mastersthesis{lu2024unsupervised,
+                      title={Unsupervised Paper2Slides Generation},
+                      author={Lu, Zehao},
+                      year={2024}
+                    }
+                   ```
+                   To see how was the grobid's output is parsed, check [Grobidmonkey](https://github.com/com3dian/Grobidmonkey).
+                """)