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LayoutLMv2-kleisterNDA
Sennodipoi/LayoutLMv2-kleisterNDA
LayoutLMv2-kleisterNDA is a token classification model from Sennodipoi. Use it when you need labels on individual words, such as names. It is set up for transformers.
LayoutLMv2 fine-tuned on the Kleister-NDA dataset. Code (including pre-processing) and results are available at the official GitHub repository of my Master Degree thesis .
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At a glance
- Task
- Token Classification
- Library
- transformers
- Model type
- layoutlmv2
- Access
- Public
- Created
- Aug 24, 2022
- Updated
- Oct 27, 2022
- SHA
- c27428e7
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Model card
From the Hugging Face model README
LayoutLMv2 fine-tuned on the Kleister-NDA dataset. Code (including pre-processing) and results are available at the official GitHub repository of my Master Degree thesis .
Results obtained with seqeval in strict mode:
| Precision | Recall | F1-Score | Variance (F1) | |
|---|---|---|---|---|
| EFFECTIVE _DATE | 0.69 | 0.77 | 0.72 | 4e-4 |
| JURISDICTION | 0.90 | 0.87 | 0.88 | 1e-4 |
| PARTY | 0.73 | 0.87 | 0.79 | 8e-5 |
| TERM | 0.76 | 0.63 | 0.68 | 2e-3 |
| Micro avg | 0.76 | 0.85 | 0.80 | 1e-4 |
| Macro avg | 0.76 | 0.78 | 0.77 | 4e-4 |
| Weighted avg | 0.77 | 0.85 | 0.80 | 1e-4 |
- Task
- Token Classification
- Library
- transformers
- Type
- layoutlmv2
- Created
- Aug 24, 2022
- Updated
- Oct 27, 2022