process

app.py

@@ -47,8 +47,18 @@ st.markdown("### The Process")
 st.markdown("Imagine: A person is curious about whether a claim they heard about climate change is true. How can transformers help validate or refute the claim?")
 
 st.markdown("1. User inputs a climate claim")
-input_gif = Image.open('images/input_box.gif')
-st.image(input_gif, width=10)
+#input_gif = Image.open('images/input_box.gif')
+#st.image(input_gif, width=100)
+
+st.markdown("2. Retrieve evidence related to input claim")
+st.markdown("	* Similarity between claim and available documents")
+st.markdown("	* For each claim, collect N related documents")
+st.markdown("	* Current area of research: How do we keep the set of curated documents up-to-date? Validate their contents?")
+
+st.markdown("3. Send (claim, evidence) pairs to a transformer model. Have the model predict whether each evidence supports, refutes, or is not relevant to the claim. (📍 YOU ARE HERE!)")
+
+st.markdown("4. Report back to the user: The supporting evidence for the claim (if any), the refuting evidence for the claim (if any). If no relevant evidence is found, report that the claim cannot be supported or refuted by current evidence.")
+
 
 # section 5: my work