liyucheng/frame_finder

Frame Classification

This model is trained FrameNet v1.7. Check out the training dataset here.

The data is loaded with ds = dataset.load_dataset('liyucheng/FrameNet_v17', name = 'frame_label').

This flatten all frame annotation to specific sentences, making frame classification a sequence tagging task.

Metrics

{'accuracy_score': 0.8382018348623853, 'precision': 0.8382018348623853, 'recall': 0.8382018348623853, 'micro_f1': 0.8382018348623853, 'macro_f1': 0.45824850358482677}