Update app.py

app.py

@@ -34,11 +34,10 @@ st.sidebar.write(
 )
 st.sidebar.write(
     """<p class="text-justify">
-    An interactive t-SNE visualization featuring over 1K papers (titles and abstracts), sourced from the 
-    <a href="https://gwf-uwaterloo.github.io/gwf-publications/">Global Water Futures</a> program,
-    and embedded via 
-    <a href="https://huggingface.co/allenai/specter2_base">spectre2</a>.
-    For more information, check out our step-by-step guide: <a href="https://huggingface.co/spaces/gwf-uwaterloo/acl-spectrum/blob/main/scipapers_scatter.ipynb">here</a>.
+    An interactive t-SNE visualization of <a href="https://huggingface.co/allenai/specter2_base">spectre2</a> embeddings
+    featuring over 1K papers (titles and abstracts) from the 
+    <a href="https://gwf-uwaterloo.github.io/gwf-publications/">Global Water Futures</a> program.
+    For more details, check out our README and our step-by-step guide <a href="https://huggingface.co/spaces/gwf-uwaterloo/acl-spectrum/blob/main/scipapers_scatter.ipynb">here</a>.
     </p>""",
     unsafe_allow_html=True,
 )