Update README.md

README.md

@@ -9,4 +9,7 @@ app_file: app.py
 pinned: false
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-To learn about how to generate a plot like this, check out our step-by-step tutorial, [here](aclanthology_visualization.ipynb).
+# Navigating ACL Papers via 2D Scatter Plots
+With the goal of understanding how scientific papers are related to one another, we plot their projections on a 2D plain in our interactive demo.
+
+To learn about how to generate plots like this, check out our step-by-step tutorial, [here](scipapers_scatter.ipynb).