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--- |
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title: Multilingual Sentiment Analysis |
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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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license: mit |
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--- |
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# Multilingual Sentiment Analysis Tool |
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A comprehensive sentiment analysis tool supporting **English**, **Turkish**, and **Persian** languages using non-deep-learning approaches (lexicon-based, rule-based, and hybrid methods). |
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## Features |
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- 🌍 **Multilingual Support**: English, Turkish, and Persian |
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- 🔧 **Multiple Methods**: Lexicon-based, rule-based, and hybrid approaches |
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- 📊 **Batch Processing**: Analyze multiple texts at once |
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- ✨ **Advanced Rules**: |
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- Comprehensive sentiment lexicons (200+ words per language) |
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- Idiom detection |
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- Emoticon and emoji support |
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- Negation scope detection |
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- Intensifier and diminisher handling |
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- Contrast word detection |
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- And much more! |
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## Usage |
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1. Select your language (English, Turkish, or Persian) |
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2. Choose analysis method (Lexicon, Rule-based, or Hybrid) |
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3. Enter text and click "Analyze Sentiment" |
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4. View detailed results with polarity, confidence, and scores |
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## Methods |
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- **Lexicon-based**: Uses predefined sentiment dictionaries |
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- **Rule-based**: Extends lexicon with linguistic rules |
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- **Hybrid** (Recommended): Combines both approaches for best results |
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## Citation |
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If you use this tool in your research, please cite: |
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``` |
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Multilingual Sentiment Analysis Tool (2024) |
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Non-Deep-Learning Approaches for Sentiment Analysis |
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``` |
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