ClaudeHu05 commited on
Commit
3971d92
·
verified ·
1 Parent(s): ffacb00

save datacard draft

Browse files
Files changed (1) hide show
  1. README.md +20 -1
README.md CHANGED
@@ -26,4 +26,23 @@ configs:
26
  path: pair-class/dev-*
27
  - split: test
28
  path: pair-class/test-*
29
- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
26
  path: pair-class/dev-*
27
  - split: test
28
  path: pair-class/test-*
29
+ ---
30
+
31
+ # Dataset Card for BioTermNLI
32
+
33
+ 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
34
+ such as K562, HepG2, and ZNF148.
35
+
36
+ ## Raw Data
37
+
38
+ From [cellosaurus](https://www.cellosaurus.org/), we collected metadata of 30,001 cell lines that:
39
+ * Are human cell lines (NCBI_TaxID=9606)
40
+ * 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)
41
+ * With annotations in one of those 5 attributes:
42
+ * 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.
43
+ * 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.
44
+ * 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.
45
+ * 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.
46
+
47
+
48
+