Update app.py

app.py

@@ -35,7 +35,8 @@ st.sidebar.write(
     An interactive t-SNE visualization of <a href="https://huggingface.co/allenai/specter2_base">spectre2</a> embeddings
     featuring over 12K papers (titles and abstracts) from the <a href="https://aclanthology.org/">ACL Anthology</a>
     spanning 2016 to 2023.
-    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>.
+    For more details, check out our <a href="https://huggingface.co/spaces/gwf-uwaterloo/acl-spectrum/blob/main/README.md">README</a>
+    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,
 )