models

app.py

@@ -37,7 +37,7 @@ st.markdown("However, many of the proposed solutions above require adoption of b
 st.markdown("### How can Transformers Help?")
 
 # fever dataset
-# entailment/contradiction/neutral adoption to support/refute/n.e.i.
+# natural language inference (nli) entailment/contradiction/neutral adoption to support/refute/n.e.i.
 # extention to climate -climatefever
 
 # section 4: The process
@@ -68,8 +68,11 @@ st.markdown("* evidence *refutes* (contradicts) claim")
 st.markdown("* evidence *does not provide enough info to support or refute* (neutral) claim")
 st.markdown("For this project, I fine-tuned 3 different models on the text entailment task.")
 
-st.markdown("")
+st.markdown("**Model 1: [DistilRoBERTa](https://huggingface.co/distilroberta-base)")
 
+st.markdown("**Model 2: [ClimateBERT](https://huggingface.co/climatebert/distilroberta-base-climate-f)")
+
+st.markdown("**Model 3: [RoBERTa Fine-tuned on NLI Task](https://huggingface.co/ynie/roberta-large-snli_mnli_fever_anli_R1_R2_R3-nli)")
 
 
 # section 6: analysis