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--- |
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title: Translation Post-Editing Evaluator |
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emoji: 🌍 |
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colorFrom: blue |
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colorTo: green |
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sdk: gradio |
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sdk_version: 5.29.0 |
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app_file: interface.py |
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pinned: false |
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--- |
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# Translation Post-Editing Evaluator |
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This Space evaluates machine translations using BLEU, COMET, and ChrF metrics, with ChatGPT integration for post-editing. |
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# 📝 Post-Editing Evaluation Tool |
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This project is a web-based evaluation tool that scores machine translation (MT) output against human-edited references using BLEU, CHRF, and COMET metrics. It is packaged as a Gradio interface and deployable via Hugging Face Spaces. |
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## 🚀 Features |
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- 📊 Evaluate MT output with: |
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- **BLEU** |
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- **CHRF** |
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- **COMET** (requires OpenAI API key) |
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- 🖥️ Simple, interactive web UI via Gradio |
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- 🐳 Hugging Face Spaces–compatible Docker deployment |
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## 🧪 Example Use |
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Paste or upload: |
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- **Source text** |
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- **Machine translation output** |
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- **Post-edited reference** |
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Then click **"Evaluate"** to see automatic quality scores. |
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## 📦 Installation (for local development) |
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```bash |
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git clone https://github.com/yourusername/post_editing_evaluator.git |
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cd post_editing_evaluator |
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python -m venv venv |
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source venv/bin/activate # or .\venv\Scripts\activate on Windows |
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pip install -r requirements.txt |
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python interface.py |
