[UI] Adjust the dependency structure and contents.

app.py

@@ -1,34 +1,30 @@
 import streamlit as st
 from datetime import datetime
 
-from modules.prediction import prepare, predict
+from ercbcm import predict
 
 STATUS_STOPPED = 120001
 STATUS_SUBMIT = 120002
 STATUS_ERROR = 120003
 
-has_prepared = False
-
 st.session_state['running_status'] = STATUS_STOPPED
 
-if not has_prepared:
-    print('>>> [PREPARE] Preparing...')
-    prepare()
-    has_prepared = True
-
 st.markdown("""
-<center><h2 style="padding-top: 0px; padding-bottom: 8px;">Entity Referring Classifier</h2></center>
-<center><h6 style="color: #bfbfbf"><b>It knows exactly when you are calling it.</b></h6></center>
-<br/>
-""", unsafe_allow_html=True)
+    <center><h2 style="padding-top: 0px; padding-bottom: 8px;">Entity Referring Classifier</h2></center>
+    <center><h6 style="color: #bfbfbf"><b>It knows exactly when you are calling it.</b></h6></center>
+    <br/>
+    """, unsafe_allow_html=True)
 
 livedemo_col1, livedemo_col2, livedemo_col3 = st.columns([12,1,6])
 
 with livedemo_col1:
+
+    # Version.
     st.markdown("""
-    <h3>Live Demo <small style="font-size:12px; color: #cfcfcf">version 2.0.1.1208</small></h3>
-    """, unsafe_allow_html=True)
+        <h3>Live Demo <small style="font-size:12px; color: #cfcfcf">version 2.1.0.1216</small></h3>
+        """, unsafe_allow_html=True)
 
+    # Live Demo form.
     with st.form("live_demo_form"):
         entity = st.text_input('Entity Name:', 'Jimmy')
         sentence = st.text_input('Sentence Input:', 'Are you feeling good, Jimmy?',
@@ -51,57 +47,72 @@ with livedemo_col1:
         st.warning('The entity name is not in the sentence!')
 
     st.markdown("""
-    #### Corpus
-    """)
+        #### Corpus
+        """)
     st.markdown("""
-    <small style="font-size: 19px; padding-bottom: 6px;"><b><code>Calling</code></b></small>
-    means that the sentence contains the name and is telling to the entity.<br/>
-    <small style="color: #afafaf">
-        <b><i>Examples:</i></b><br/>
-        <b>-</b> Are you feeling good about it Jimmy?<br/>
-        <b>-</b> Are you feeling good Jimmy?<br/>
-        <b>-</b> Jimmy you are so cool!
-    </small>
-    """, unsafe_allow_html=True)
+        <small style="font-size: 19px; padding-bottom: 6px;"><b><code>Calling</code></b></small>
+        means that the sentence contains the name and is telling to the entity.<br/>
+        <small style="color: #afafaf">
+            <b><i>Examples:</i></b><br/>
+            <b>-</b> Are you feeling good about it Jimmy?<br/>
+            <b>-</b> Are you feeling good Jimmy?<br/>
+            <b>-</b> Jimmy you are so cool!
+        </small>
+        """, unsafe_allow_html=True)
     st.markdown("""
-    <small style="font-size: 19px; padding-bottom: 6px;"><b><code>Mentioning</code></b></small>
-    means that the sentence contains the name but is telling to other person.<br/>
-    <small style="color: #afafaf">
-        <b><i>Examples:</i></b><br/>
-        <b>-</b> Are you feeling good about Jimmy?<br/>
-        <b>-</b> Have you heard about Jimmy?<br/>
-        <b>-</b> Jimmy said that you are so cool!
-    </small>
-    """, unsafe_allow_html=True)
+        <small style="font-size: 19px; padding-bottom: 6px;"><b><code>Mentioning</code></b></small>
+        means that the sentence contains the name but is telling to other person.<br/>
+        <small style="color: #afafaf">
+            <b><i>Examples:</i></b><br/>
+            <b>-</b> Are you feeling good about Jimmy?<br/>
+            <b>-</b> Have you heard about Jimmy?<br/>
+            <b>-</b> Jimmy said that you are so cool!
+        </small>
+        """, unsafe_allow_html=True)
+
+    st.markdown("""
+        #### Applications and Future Works
+        """)
+    st.markdown("""
+        Developers can apply it on their virtual bots or voice assistants to detect
+        if the user is calling the bot or just mentioning the bot rather than detecting a fixed wake-up phrase.
+        It will improve the human-computer interaction and usability.
+        
+        Additionally, Lingxi is going to expand the project into Simplified Chinese in the future,
+        implement it into a Discord Bot,
+        and deliver it into medium-sized channels to see if users feel better in communicating with bots in this way
+        and if it works well in conversations in practice.
+        If it works well,
+        we may try to combine it with the speech-to-text to analyze the experience in the context of voice,
+        which has a lot more complicated scenarios.
+        """)
 
 with livedemo_col2:
     st.empty()
 
 with livedemo_col3:
     st.markdown("""
-    #### Get Started
-    """)
+        #### Get Started
+        """)
     st.markdown("""
-    Hi! I'm the Entity Referring Classifier.
-    Specify an entity name, and then type a sentence to get started!
-    """)
+        Hi! I'm the Entity Referring Classifier.
+        Specify an entity name, and then type a sentence to get started!
+        """)
 
     st.markdown("""
-    #### Background
-    """)
+        #### Members
+        """)
     st.markdown("""
-    There are a lot of voice assistants and bots out there,
-    but they all need a specific prefix to wake them like “hey siri” or “hey alexa”.
-    At our real world, nobody is communicating with others with such prefix all the time.
-    Everyone should be able to communicate in a comfortable way including with bots and virtual assistants.
-    Our aim here is to get rid of the "wake phrase".
-    """)
+        Lingxi Li, Li Xu, Zachary Polak, Tudor-Cristian Foca
+        """)
 
     st.markdown("""
-    #### Applications
-    """)
+        #### Background
+        """)
     st.markdown("""
-    Developers can apply it on their virtual bots or voice assistants to detect
-    if the user is calling the bot or just mentioning the bot rather than detecting a fixed wake-up phrase.
-    It will improve the human-computer interaction and usability.
-    """)
+        There are a lot of voice assistants and bots out there,
+        but they all need a specific prefix to wake them like “hey siri” or “hey alexa”.
+        At our real world, nobody is communicating with others with such prefix all the time.
+        Everyone should be able to communicate in a comfortable way including with bots and virtual assistants.
+        Our aim here is to get rid of the "wake phrase".
+        """)