Update README.md

README.md

@@ -3,7 +3,14 @@ license: mit
 language:
 - en
 tags:
+- sentiment
 - finance
+- sentiment-analysis
+- financial-sentiment-analysis
+datasets:
+- Stock-Market-Tweets-Data
+metrics:
+- perplexity
 widget:
 - text: "Paris is the [MASK] of France."
   example_title: "Generic 1"
@@ -12,7 +19,20 @@ widget:
 - text: "AAPL is a [MASK] sector stock."
   example_title: "AAPL"
 - text: "I predict that this stock will go [MASK]."
-  example_title: "Stock Direction"  
+  example_title: "Stock Direction"
+base_model: yiyanghkust/finbert-pretrain
+model-index:
+- name: FinTwitBERT
+  results:
+    - task:
+        type: financial-tweet-prediction
+        name: Financial Tweet Prediction
+      dataset:
+        name: Stock Market Tweets Data
+        type: finance
+      metrics:
+        - type: Perplexity
+          value: 5.156
 ---
 
 # FinTwitBERT