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sofair-modernBERT-base-filter – AI Model by SoFairOA | AlphaNeural AI
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sofair-modernBERT-base-filter
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transformers
safetensors
modernbert
text-classification
SoFairOA/sofair_softcite_somesci
answerdotai/ModernBERT-base
finetune
autotrain_compatible
endpoints_compatible
us
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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
