Hallmarks of Cancer
The Hallmarks of Cancer (*HOC) corpus consists of 1852 PubMed publication abstracts manually annotated by experts according to the Hallmarks of Cancer taxonomy. The taxonomy consists of 37 classes in a hierarchy. Zero or more class labels are assigned to each sentence in the corpus.
Source: Hallmarks of Cancer Corpus
Image source: Hallmarks of Cancer Corpus
Variants: HOC
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Document Classification | BioGPT | BioGPT: Generative Pre-trained Transformer for … | 2022-10-19 |
| Document Classification | BioLinkBERT (large) | LinkBERT: Pretraining Language Models with … | 2022-03-29 |
| Document Classification | SciFive-large | SciFive: a text-to-text transformer model … | 2021-05-28 |
| Document Classification | PubMedBERT uncased | Domain-Specific Language Model Pretraining for … | 2020-07-31 |
| Document Classification | NCBI_BERT(large) (P) | Transfer Learning in Biomedical Natural … | 2019-06-13 |
Recent papers with results on this dataset: