Debug

app.py

@@ -167,11 +167,11 @@ def predict(statements, do_saves):
         [gr.update(value='Please provide your feedback before trying out another statement.') for _ in statements]
 
 def record_feedback(output_raws, feedback, do_saves):
-    print('Logged feedbacks to dataset:')
+    print('Logging feedbacks to dataset:')
     for output_raw, do_save in zip(output_raws, do_saves):
         if do_save:
-            print(output_raw)
             output_raw.update({ 'feedback': feedback })
+            print(output_raw)
             with open(DATA_PATH, 'a') as f:
                 json.dump(output_raw, f, ensure_ascii=False)
                 f.write('\n')
@@ -189,9 +189,9 @@ def record_feedback_disagree(output_raws, do_saves):
     return record_feedback(output_raws, 'disagree', do_saves)
 
 examples = [
-    # openbookqa
-    'If a person walks in the opposite direction of a compass arrow they are walking south.',
-    'If a person walks in the opposite direction of a compass arrow they are walking north.',
+    # # openbookqa
+    # 'If a person walks in the opposite direction of a compass arrow they are walking south.',
+    # 'If a person walks in the opposite direction of a compass arrow they are walking north.',
     # arc_easy
     'A pond is different from a lake because ponds are smaller and shallower.',
     'A pond is different from a lake because ponds have moving water.',
@@ -271,8 +271,15 @@ with gr.Blocks() as demo:
         gr.Markdown(
             '''# Vera
 
-            This is a demo for Vera, a commonsense statement verification model. Under development.
-            ⚠️ Data Collection: by default, we are collecting the inputs entered in this app to further improve and evaluate the model. Do not share any personal or sensitive information while using the app!
+            Vera is a commonsense statement verification model. Under development.
+
+            Type a commonsense statement in the box below and click the submit button to see Vera's prediction on its correctness. You can try both correct and incorrect statements. If you are looking for inspiration, try the examples at the bottom of the page!
+
+            We ask you to share your feedback on Vera's prediction. Please indicate whether you agree or disagree with the predicted label (and don't mind the percentage numbers).
+
+            ⚠️ **Intended Use**: Vera is a research prototype and may make mistakes. Do not use for making critical decisions. It is intended to predict the correctness of commonsense statements, and may be unreliable when taking input out of this scope.
+
+            ⚠️ **Data Collection**: by default, we are collecting the inputs entered in this app to further improve and evaluate the model. Do not share any personal or sensitive information while using the app! You can opt out of this data collection by removing the checkbox below:
             '''
         )
         with gr.Row():
@@ -280,7 +287,7 @@ with gr.Blocks() as demo:
                 do_save = gr.Checkbox(
                     value=True,
                     label="Store data",
-                    info="You agree to the storage of your input data for research and development purposes:")
+                    info="You agree to the storage of your input for research and development purposes:")
                 statement = gr.Textbox(placeholder='Enter a commonsense statement here, or select an example from below', label='Statement', interactive=True)
                 submit = gr.Button(value='Submit', variant='primary', visible=True)
             with gr.Column(scale=1):