Cleanup

app.py

@@ -1,7 +1,8 @@
 from functools import partial
 from pathlib import Path
-import spaces
+
 import gradio as gr
+import spaces
 from joeynmt.datasets import build_dataset
 from joeynmt.helpers import (
     load_checkpoint,
@@ -105,7 +106,7 @@ title = """
     [<a href="https://github.com/sinaahmadi/ScriptNormalization" style="color:blue;">GitHub</a>]
     [<a href="https://s3.amazonaws.com/pf-user-files-01/u-59356/uploads/2023-06-04/rw32pwp/ACL2023.mp4" style="color:blue;">Presentation</a>]
 </h3>
-    """
+"""
 
 description = """
 <ul>
@@ -115,11 +116,8 @@ description = """
 </ul>
 
 <p style="font-size:120%;">What do all these sentences have in common?  Being greeted in Arabic with &quot;<em>mar7aba</em>&quot; written in the Latin script, then asked how you are (&quot;<em>هاو ئار یوو؟</em>&quot;) in English using the Perso-Arabic script of Kurdish and then, welcomed to this demo in French (&quot;<em>Μπιάνβενου α σετ ντεμό!</em>&quot;) written in Greek script. All these sentences are written in an <strong>unconventional</strong> script.</p>
-
 <p style="font-size:120%;">Although you may find these sentences risible, unconventional writing is a common practice among millions of speakers in bilingual communities. In our paper entitled &quot;<a href="https://sinaahmadi.github.io/docs/articles/ahmadi2023acl.pdf" target="_blank"><strong>Script Normalization for Unconventional Writing of Under-Resourced Languages in Bilingual Communities</strong></a>&quot;, we shed light on this problem and propose an approach to normalize noisy text written in unconventional writing.</p>
-
 <p style="font-size:120%;">This demo deploys a few models that are trained for <strong>the normalization of unconventional writing</strong>. Please note that this tool is not a spell-checker and cannot correct errors beyond character normalization. For better performance, you can apply hard-coded rules on the input and then pass it to the models, hence a hybrid system.</p>
-
 <p style="font-size:120%;">For more information, you can check out the project on GitHub too: <a href="https://github.com/sinaahmadi/ScriptNormalization" target="_blank"><strong>https://github.com/sinaahmadi/ScriptNormalization</strong></a></p>
 """
 
@@ -142,14 +140,6 @@ examples = [
 ]
 
 
-article = """
-<div style="text-align: justify; max-width: 1200px; margin: 20px auto;">
-    <h3 style="font-weight: 450; font-size: 1rem; margin: 0rem">
-        <b>Created and deployed by Sina Ahmadi <a href="https://sinaahmadi.github.io/">(https://sinaahmadi.github.io/)</a>.
-    </h3>
-</div>
-    """
-
 demo = gr.Interface(
     title=title,
     description=description,
@@ -160,7 +150,6 @@ demo = gr.Interface(
     ],
     outputs=gr.Textbox(label="Normalized Text \U0001F642"),
     examples=examples,
-    article=article,
     examples_per_page=20,
 )