sag-uniroma2/GRITopics_MODEL

Task Title

GRI Topics Alignment

Task Description

Multi-class classification model for categorizing sustainability disclosures into major GRI topic categories.

Dataset Summary

• Total samples: 973
• General: 231
• Economic: 122
• Environmental: 378
• Social: 242

Model

• Base model: bert-base-cased

Performance

• Accuracy: 77.9% ± 5.5
• Macro F1: 73.6% ± 5.9

Results are reported as Mean ± SD across 10-fold cross-validation, where each fold was used once as the test set.