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xlm-roberta-farpo-protest-form-classifier
giufo/xlm-roberta-farpo-protest-form-classifier
xlm-roberta-farpo-protest-form-classifier is a machine learning model from giufo. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
- Accuracy: 0.78 - Weighted F-score: 0.78 - Individual F-scores: 0.82/0.71 - Precision: 0.83/0.69 - Recall: 0.80/0.73 - AUC: 0.77
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At a glance
- Model type
- xlm-roberta
- Access
- Public
- Created
- Jun 12, 2026
- Updated
- Jun 15, 2026
- SHA
- f04c8bd7
Base models
Model card
From the Hugging Face model README
Evaluation
- Accuracy: 0.78
- Weighted F-score: 0.78
- Individual F-scores: 0.82/0.71
- Precision: 0.83/0.69
- Recall: 0.80/0.73
- AUC: 0.77
Paper
Title: Automating Protest Event Analysis: A Transformer-Based Hybrid Approach <br> Authors: Formisano, G., Froio, C., Castelli Gattinara, P. <br> Status: Conditionally accepted for publication <br> Journal: Political Science Research & Methods <br> Cite as: Formisano, G., Froio, C., Castelli Gattinara, P. (conditionally accepted). Automating Protest Event Analysis: A Transformer-Based Hybrid Approach. Political Science Research & Methods.
- Type
- xlm-roberta
- Created
- Jun 12, 2026
- Updated
- Jun 15, 2026