Update app.py

app.py

@@ -22,7 +22,7 @@ model_list = ['xlm-roberta-large-finetuned-conll03-english', 'xlm-roberta-large'
 st.sidebar.header("Vocabulary categorizer")
 model_checkpoint = st.sidebar.radio("", model_list)
 
-st.sidebar.write("Which model highlights the most vocabulary words? Which model highlights the most accurately?")
+st.sidebar.write("Which model highlights the most nouns? Which model highlights nouns the most accurately?")
 st.sidebar.write("")
 
 xlm_agg_strategy_info = "'aggregation_strategy' can be selected as 'simple' or 'none' for 'xlm-roberta'."
@@ -38,14 +38,14 @@ elif model_checkpoint == "xlm-roberta-large":
     st.sidebar.write("")
 
 st.subheader("Select Text Input Method")
-input_method = st.radio("", ('Select from Examples', 'Write or Paste New Text'))
+input_method = st.radio("", ('Select from examples', 'Write or paste text'))
 if input_method == 'Select from Examples':
-    selected_text = st.selectbox('Select Text from List', example_list, index=0, key=1)
+    selected_text = st.selectbox('Select example from list', example_list, index=0, key=1)
     st.subheader("Text to Run")
-    input_text = st.text_area("Selected Text", selected_text, height=128, max_chars=None, key=2)
+    input_text = st.text_area("Selected example", selected_text, height=128, max_chars=None, key=2)
 elif input_method == "Write or Paste New Text":
-    st.subheader("Text to Run")
-    input_text = st.text_area('Write or Paste Text Below', value="", height=128, max_chars=None, key=2)
+    st.subheader("Text Input")
+    input_text = st.text_area('Write or paste text below', value="", height=128, max_chars=None, key=2)
 
 @st.cache(allow_output_mutation=True)
 def setModel(model_checkpoint, aggregation):
@@ -59,7 +59,7 @@ def get_html(html: str):
     html = html.replace("\n", " ")
     return WRAPPER.format(html)
     
-Run_Button = st.button("Run", key=None)
+Run_Button = st.button("Submit", key=None)
 if Run_Button == True:
 
     ner_pipeline = setModel(model_checkpoint, aggregation)