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LitDD_BERT

Text Classification
Transformers
Safetensors
modernbert
biomedical
literature-mining
genomics
rare-disease
text-embeddings-inference
Model card Files
xet
 Community
LitDD_BERT

Commit History

19 days ago

  1. Model card: figures from the paper (released pipeline), code and archive links, revision v2.5

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  1. Update README.md

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  1. model card: revised pipeline is screen -> gene gate -> LLM; cross-encoder off the critical path⁠

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  1. Model card: correct metrics for add20k seed 44 (fire rate 0.51%, 37,335-row training set, deployment-scale precision, EvAgg comparison)

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  2. add20k retrain (seed 44): 20k corpus negatives, 24.0% train prevalence; PubMed fire rate 19.46% -> 0.51%; test F1 0.914

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  1. fp32 retrain (seed 42): F1 0.921, external recall 98.9%; adds id2label

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  1. Upload README.md

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  2. add label2id

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  3. Delete training_args.bin

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  4. Delete .gitattributes

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  5. Overwrite main with v2.0.0 and clean old_* files

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  1. Upload folder using huggingface_hub

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  2. initial commit

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