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GRITopics_MODEL – AI Model by sag-uniroma2 | AlphaNeural AI
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GRITopics_MODEL
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text-classification
en
google-bert/bert-base-cased
finetune
apache-2.0
us
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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.
