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README.md
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sdk: gradio
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app_file: app.py
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title: ESS Variable Classification
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emoji: 📊
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sdk: gradio
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sdk_version: 4.44.0
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app_file: app.py
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models:
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- benjaminBeuster/xlm-roberta-base-ess-classification
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# ESS Variable Classification
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Interactive demo for classifying European Social Survey (ESS) variables into subject categories.
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## Model
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- **Base:** XLM-RoBERTa-Base
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- **Task:** Multi-class text classification (19 categories)
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- **Accuracy:** 83.8%
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- **F1-Score:** 0.796 (weighted)
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## Usage
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Enter any survey question or variable description to classify it into one of 19 ESS subject categories.
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