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:
| precision | 0.8625730994152047 |
|---|---|
| recall | 0.9104938271604939 |
| f1 | 0.8858858858858859 |
| accuracy | 0.9268527430221367 |
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Model tree for SoFairOA/sofair-modernBERT-base-filter
Base model
answerdotai/ModernBERT-base