Datasets › HOC
HOC (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
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Document Classification | HOC | BioLinkBERT (large) F1 88.1 | LinkBERT: Pretraining Language Models with Document Links | michiyasunaga/LinkBERT | 5 | Compare |
Papers archive 2025-07-28
5 shown of 5 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 37. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining | 4 | 1 | 19 Oct 2022 | not harvested |
| LinkBERT: Pretraining Language Models with Document Links | 1 | 1 | 29 Mar 2022 | ran 0 of 14 samples (14 unverified) |
| SciFive: a text-to-text transformer model for biomedical literature | 1 | 1 | 28 May 2021 | ran 0 of 5 samples (5 unverified) |
| Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing | 2 | 1 | 31 Jul 2020 | not harvested |
| Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets | 4 | 1 | 13 Jun 2019 | ran 0 of 2 samples (2 unverified) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- HOC
1 variant name, as the archive lists them.
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