A newer version of the Gradio SDK is available:
6.5.1
metadata
title: Multilingual Sentiment Analysis
emoji: 🌍
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 4.0.0
app_file: app.py
pinned: false
license: mit
Multilingual Sentiment Analysis Tool
A comprehensive sentiment analysis tool supporting English, Turkish, and Persian languages using non-deep-learning approaches (lexicon-based, rule-based, and hybrid methods).
Features
- 🌍 Multilingual Support: English, Turkish, and Persian
- 🔧 Multiple Methods: Lexicon-based, rule-based, and hybrid approaches
- 📊 Batch Processing: Analyze multiple texts at once
- ✨ Advanced Rules:
- Comprehensive sentiment lexicons (200+ words per language)
- Idiom detection
- Emoticon and emoji support
- Negation scope detection
- Intensifier and diminisher handling
- Contrast word detection
- And much more!
Usage
- Select your language (English, Turkish, or Persian)
- Choose analysis method (Lexicon, Rule-based, or Hybrid)
- Enter text and click "Analyze Sentiment"
- View detailed results with polarity, confidence, and scores
Methods
- Lexicon-based: Uses predefined sentiment dictionaries
- Rule-based: Extends lexicon with linguistic rules
- Hybrid (Recommended): Combines both approaches for best results
Citation
If you use this tool in your research, please cite:
Multilingual Sentiment Analysis Tool (2024)
Non-Deep-Learning Approaches for Sentiment Analysis