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sofair-modernBERT-base-filter
SoFairOA/sofair-modernBERT-base-filter
sofair-modernBERT-base-filter is a text classification model from SoFairOA. Use it when you need a label for a piece of text. It is set up for transformers.
Fine-tuned ModernBERT to identify candidate documents for software mention extraction.
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- modernbert
- Access
- Public
- Created
- Jul 25, 2025
- Updated
- Jul 25, 2025
- SHA
- 6f5ea328
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Model card
From the Hugging Face model README
SoFair ModernBERT base filter
Fine-tuned ModernBERT to identify candidate documents for software mention extraction.
It was trained on SoFairOA/sofair_softcite_somesci (sofair_softcite_somesci_documents) to classify whether the given document contains at least one annotation.
Usage
We created https://github.com/SoFairOA/filter, a simple command-line tool to use this model for processing a collection of documents.
Evaluation
We evaluated this model on the test set of SoFairOA/sofair_softcite_somesci (sofair_softcite_somesci_documents) dataset:
<table> <tr> <th>precision</th> <td>0.8625730994152047</td> </tr> <tr> <th>recall</th> <td>0.9104938271604939</td> </tr> <tr> <th>f1</th> <td>0.8858858858858859</td> </tr> <tr> <th>accuracy</th> <td>0.9268527430221367</td> </tr> </table>- Task
- Text Classification
- Library
- transformers
- Type
- modernbert
- Created
- Jul 25, 2025
- Updated
- Jul 25, 2025