updated pipeline:

demo.py

@@ -24,7 +24,7 @@ from utils.visualize import visualize_spans
 # Load from huggingface
 # sm = spacy.load('en_core_web_sm', disable=['ner'])
 
-st.set_page_config(page_title="ENGAGEMENT analyzer (beta ver 0.2)",
+st.set_page_config(page_title="ENGAGEMENT analyzer (beta ver 0.3)",
                    layout="wide",
                    initial_sidebar_state="expanded")
 
@@ -207,11 +207,11 @@ with st.expander("See more explanation"):
 
     """)
 
-st.info('''Updated on Jan. 4th, 2023\n
-The current version was trained on 2,430 sentences and tested on 431 sentences. It achieved the following benchmark:
-- Micro F1 = .75 
-- Micro Precision = .74
-- Micro Recall = .75
+st.info('''Updated on Jan.11th, 2023\n
+The current version was trained on 2,519 sentences and tested on 443 sentences. It achieved the following benchmark:
+- Macro F1 = .75
+- Macro Precision = .78
+- Macro Recall = .74
 I expect that the model's performance improves as the annotated dataset gets larger.
 ''')