Default a fun building date example. Finally fix title!

app.py

@@ -263,7 +263,7 @@ def predict_gender_pronouns(
     )
 
 
-title = "Changing Gender Pronouns"
+title = "Causing Gender Pronouns"
 description = """
 <h2> Intro </h2>
 
@@ -366,12 +366,12 @@ no_job_example = [
     'Born in DATE, she was a happy child. Her family raised her in a loving environment where she thrived.',
 ]
 
-building_date_example = [
-    30,
-    ['birth_date'],
+coder_example = [
+    20,
+    ['none', 'birth_date'],
     [1.5],
-    BERT_LIKE_MODELS,
-    'Built in DATE, her building provided the perfect environment for her job as a teacher.'
+    ['bert'],
+    'Born in DATE, she was a computer scientist. Her work was greatly respected, and she was well-regarded in her field.'
 ]
 
 
@@ -380,31 +380,31 @@ gr.Interface(
     fn=predict_gender_pronouns,
     inputs=[
         gr.inputs.Number(
-            default=15,
+            default=20,
             label="Number of points (years) plotted -- select fewer if slow.",
         ),
         gr.inputs.CheckboxGroup(
             CONDITIONING_VARIABLES,
-            default=["none", "birth_date"],
+            default=["birth_date"],
             type="value",
             label="(1) Pick conditioning variable included in text during fine-tuning.",
         ),
         gr.inputs.CheckboxGroup(
             FEMALE_WEIGHTS,
-            default=[5],
+            default=[1.5],
             type="value",
             label="(2) Pick loss function weight placed on female predictions  during fine-tuning.",
         ),
         gr.inputs.CheckboxGroup(
             BERT_LIKE_MODELS,
-            default=["bert"],
+            default=BERT_LIKE_MODELS,
             type="value",
-            label="(Optional) Pick bert-like base uncased model for comparison.",
+            label="(Optional) Pick BERT-like base uncased model for comparison.",
         ),
         gr.inputs.Textbox(
             lines=7,
             label="Input Text: Include one or more instance of the word 'DATE' below (to be replaced with a range of `{dates}` in demo), and one or more gender pronoun (to be `[MASK]`ed for prediction).",
-            default="Born in DATE, she was a computer scientist. Her work was greatly respected, and she was well-regarded in her field.",
+            default="She always walked past the building built in DATE on her way to her job as an elementary school teacher.",
         ),
     ],
     outputs=[
@@ -430,5 +430,5 @@ gr.Interface(
     title=title,
     description=description,
     article=article,
-    examples=[ceo_example, death_date_example, no_job_example, building_date_example]
+    examples=[ceo_example, death_date_example, no_job_example, coder_example]
 ).launch()