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An mDeBERTa-v3 model trained to recognize whether a paragraph contains coverage of conflict between political actors. Fine-Tuned on 9500 |
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English and Spanish paragraphs taken from media sources in the US, UK, Canada, Australia, Mexico and Spain. |
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Performance: |
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Validation Accuracy: .894 |
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Validation F1 Macro: .805 |
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Valdiation Balanced Accuracy: .792 |
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Test set Accuracy = .887 |
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On a Bilingual test set, the model performs equally well in English and Spanish |
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(English Accuracy = .891, Balanced Accuracy = .781, Spanish Accuracy = .880, Balanced Accuracy = .813) |