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+ ---
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+ license: cc
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+ datasets:
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+ - liyucheng/FrameNet_v17
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+ language:
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+ - en
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+ ---
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+
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+ # Frame Classification
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+
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+ This model is trained FrameNet v1.7. Check out the training dataset [here](https://huggingface.co/datasets/liyucheng/FrameNet_v17).
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+
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+ The data is loaded with `ds = dataset.load_dataset('liyucheng/FrameNet_v17', name = 'frame_label')`.
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+
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+ This flatten all frame annotation to specific sentences, making frame classification a sequence tagging task.
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+
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+ # Metrics
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+
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+ ```
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+ {'accuracy_score': 0.8382018348623853, 'precision': 0.8382018348623853, 'recall': 0.8382018348623853, 'micro_f1': 0.8382018348623853, 'macro_f1': 0.45824850358482677}
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+ ```
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+