Task Title

Sustainability Frameworks (GRI & SDG) Alignment (SA)

Task Description

Binary classification model for detecting whether a paragraph is aligned with sustainability reporting integrated GRI and SDG frameworks.

Dataset Summary

  • Total samples: 1,273
  • Relevant: 973
  • Irrelevant: 300

Model

  • Base model: bert-base-cased

Performance

  • Accuracy: 97.7% ± 1.4
  • Macro F1: 96.8% ± 2.0

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

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