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  ---
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  title: Shakespeare Authenticator
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- emoji:
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- colorFrom: purple
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  colorTo: purple
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  sdk: gradio
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- sdk_version: 5.49.1
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  app_file: app.py
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  pinned: false
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- short_description: shakespeare-authenticator
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  ---
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  title: Shakespeare Authenticator
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+ emoji: 🎭
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+ colorFrom: blue
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  colorTo: purple
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  sdk: gradio
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+ sdk_version: 4.0.0
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  app_file: app.py
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  pinned: false
 
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  ---
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+ # 🎭 Shakespeare Authenticator
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+
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+ Distinguish authentic Shakespearean text from modern imitations using AI.
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+
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+ ## 🔍 How to Use
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+ 1. Enter any text in the input box
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+ 2. Click "Analyze Text" or press Enter
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+ 3. View the prediction and confidence scores
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+
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+ ## 🤖 About the Model
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+
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+ - **Model**: Fine-tuned BERT for Shakespearean text classification
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+ - **Training**: 400,000+ samples of Shakespeare vs modern dialogue
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+ - **Accuracy**: ~85% on test data
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+ ## 📚 Examples
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+ Try these Shakespearean classics:
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+ - "To be or not to be, that is the question"
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+ - "Friends, Romans, countrymen, lend me your ears"
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+ - "Shall I compare thee to a summer's day?"