Update app.py
Browse files
app.py
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@@ -45,12 +45,15 @@ iface = gr.Interface(
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fn=predict_bangla_sentence,
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inputs=gr.Textbox(lines=2, placeholder="Enter a Bangla sentence..."),
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outputs="text",
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title="
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description = (
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"This model was trained using a curated Bangla dataset by **TextLab RUET**. "
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"It
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"
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"
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"**Note**: While we strive for accuracy, the model may occasionally misclassify sentences due to dataset limitations. "
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"We apologize for any errors and appreciate your understanding."
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),
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fn=predict_bangla_sentence,
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inputs=gr.Textbox(lines=2, placeholder="Enter a Bangla sentence..."),
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outputs="text",
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title="Multilingual Sentence Classifier",
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description = (
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"This model was trained using a curated Bangla dataset by **TextLab RUET**. "
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"It can classify sentences in various languages into five distinct categories: Assertive, Interrogative, Imperative, Optative, and Exclamatory. "
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"Although it was fine-tuned on Bangla sentences, the model **XLM-R** (a multilingual transformer model based on the BERT architecture) uses **transfer learning** "
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"to apply its knowledge from over 100 languages, enabling it to classify sentences in a wide variety of languages, including Bangla, English, Spanish, French, German, and more.\n\n"
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"**Enter a sentence in any language below to see how our model interprets it!**\n\n"
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"**Note**: While we strive for accuracy, the model may occasionally misclassify sentences due to dataset limitations. "
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"We apologize for any errors and appreciate your understanding."
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),
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