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frame_finder
liyucheng/frame_finder
frame_finder is a token classification model from liyucheng. Use it when you need labels on individual words, such as names. It is set up for transformers. The card lists the license as cc.
This model is trained FrameNet v1.7. Check out the training dataset here.
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Repo size
997 MB
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2
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At a glance
- Task
- Token Classification
- Library
- transformers
- License
- cc
- Model type
- roberta
- Access
- Public
- Created
- Sep 14, 2023
- Updated
- Sep 14, 2023
- SHA
- a7e56a92
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Datasets
Model card
From the Hugging Face model README
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}
- Task
- Token Classification
- Library
- transformers
- Type
- roberta
- License
- cc
- Languages
- en
- Created
- Sep 14, 2023
- Updated
- Sep 14, 2023