add dsfsi info

app.py

@@ -21,6 +21,27 @@ categories = {
     "society": "Setšhaba"
 }
 
+with gr.Row():
+    gr.Column()
+    gr.Column(gr.Image("logo_transparent_small.png", alt="DSFSI Logo", elem_id="logo", label=None))
+    gr.Column()
+
+description = """
+<p style='text-align: center;'>
+    Setswana News Classification
+</p>
+<p>
+    This space provides a classification service for news in Setswana.
+</p>
+"""
+
+article = """
+<div style='text-align: center;'>
+    <a href='https://github.com/dsfsi/PuoBERTa-News' target='_blank'>GitHub</a> |
+    <a href='https://docs.google.com/forms/d/e/1FAIpQLSf7S36dyAUPx2egmXbFpnTBuzoRulhL5Elu-N1eoMhaO7v10w/viewform' target='_blank'>Feedback Form</a> 
+</div>
+"""
+
 def prediction(news):
     classifier = pipeline("text-classification", tokenizer=tokenizer, model=model, return_all_scores=True)
     preds = classifier(news)
@@ -66,6 +87,32 @@ gradio_file_ui = gr.Interface(
     theme="default" 
 )
 
+authors = """
+<div style='text-align: center;'>
+    Authors: Vukosi Marivate and Moseli Mots'Oehli and Valencia Wagner and Richard Lastrucci and Isheanesu Dzingirai
+</div>
+"""
+
+citation = """
+@inproceedings{marivate2023puoberta,
+  title   = {PuoBERTa: Training and evaluation of a curated language model for Setswana},
+  author  = {Vukosi Marivate and Moseli Mots'Oehli and Valencia Wagner and Richard Lastrucci and Isheanesu Dzingirai},
+  year    = {2023},
+  booktitle= {Artificial Intelligence Research. SACAIR 2023. Communications in Computer and Information Science},
+  url= {https://link.springer.com/chapter/10.1007/978-3-031-49002-6_17},
+  keywords = {NLP},
+  preprint_url = {https://arxiv.org/abs/2310.09141},
+  dataset_url = {https://github.com/dsfsi/PuoBERTa},
+  software_url = {https://huggingface.co/dsfsi/PuoBERTa}
+}
+"""
+
+doi = """
+<div style='text-align: center;'>
+    DOI: <a href="https://doi.org/10.1007/978-3-031-49002-6_17" target="_blank">10.1007/978-3-031-49002-6_17</a>
+</div>
+"""
+
 gradio_combined_ui = gr.TabbedInterface([gradio_ui, gradio_file_ui], ["Text Input", "File Upload"])
 
 gradio_combined_ui.launch()