save datacard draft
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README.md
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path: pair-class/dev-*
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path: pair-class/dev-*
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---
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# Dataset Card for BioTermNLI
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This dataset is created with a structure similar to [AllNLI](https://huggingface.co/datasets/sentence-transformers/all-nli). It is intended for fine-tuning embedding models to generate meaningful embeddings of biomedical terms, primarily consisting of alphanumeric identifiers
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such as K562, HepG2, and ZNF148.
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## Raw Data
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From [cellosaurus](https://www.cellosaurus.org/), we collected metadata of 30,001 cell lines that:
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* Are human cell lines (NCBI_TaxID=9606)
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* Have reference in [BTO](https://www.ebi.ac.uk/ols4/ontologies/bto), [CLO](https://www.ebi.ac.uk/ols4/ontologies/clo), and [EFO](https://www.ebi.ac.uk/ols4/ontologies/efo)
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* With annotations in one of those 5 attributes:
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* Diseases: [Prostate Carcinoma](https://www.ebi.ac.uk/ols4/ontologies/ncit/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FNCIT_C4863), [Glioblastoma](https://www.ebi.ac.uk/ols4/ontologies/ordo/classes/http%253A%252F%252Fwww.orpha.net%252FORDO%252FOrphanet_360), etc.
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* Derived from site: [lung primordium](https://www.ebi.ac.uk/ols4/ontologies/uberon/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FUBERON_0005597), [corneal epithelium](https://www.ebi.ac.uk/ols4/ontologies/uberon/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FUBERON_0001772), etc.
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* Transformant: [N-methyl-N-nitrosourea](https://www.ebi.ac.uk/chebi/chebiOntology.do?chebiId=CHEBI:50102), [Epstein Barr Virus](https://www.ebi.ac.uk/ols4/ontologies/ncbitaxon/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FNCBITaxon_10376), etc.
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* Cell type: [kidney epithelial cell](https://www.ebi.ac.uk/ols4/ontologies/cl/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FCL_0002518), [skin fibroblast](https://www.ebi.ac.uk/ols4/ontologies/cl/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FCL_0002620), etc.
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