bigbio/hallmarks_of_cancer

---
language:
- en
bigbio_language:
- English
license: gpl-3.0
multilinguality: monolingual
bigbio_license_shortname: GPL_3p0
pretty_name: Hallmarks of Cancer
homepage: https://github.com/sb895/Hallmarks-of-Cancer
bigbio_pubmed: True
bigbio_public: True
bigbio_tasks:
- TEXT_CLASSIFICATION
---

# Dataset Card for Hallmarks of Cancer

## Dataset Description

- **Homepage:** https://github.com/sb895/Hallmarks-of-Cancer
- **Pubmed:** True
- **Public:** True
- **Tasks:** TXTCLASS

The Hallmarks of Cancer (HOC) Corpus consists of 1852 PubMed publication
abstracts manually annotated by experts according to a taxonomy. The taxonomy
consists of 37 classes in a hierarchy. Zero or more class labels are assigned
to each sentence in the corpus. The labels are found under the "labels"
directory, while the tokenized text can be found under "text" directory.
The filenames are the corresponding PubMed IDs (PMID).

## Citation Information

```
@article{DBLP:journals/bioinformatics/BakerSGAHSK16,
author = {Simon Baker and
Ilona Silins and
Yufan Guo and
Imran Ali and
Johan H{"{o}}gberg and
Ulla Stenius and
Anna Korhonen},
title = {Automatic semantic classification of scientific literature
according to the hallmarks of cancer},
journal = {Bioinform.},
volume = {32},
number = {3},
pages = {432--440},
year = {2016},
url = {https://doi.org/10.1093/bioinformatics/btv585},
doi = {10.1093/bioinformatics/btv585},
timestamp = {Thu, 14 Oct 2021 08:57:44 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/BakerSGAHSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}

```

原始信息汇总

数据集概述：Hallmarks of Cancer

基本信息

• 语言: 英语
• 许可证: GPL-3.0
• 多语言性: 单语种
• 数据集名称: Hallmarks of Cancer
• 主页: https://github.com/sb895/Hallmarks-of-Cancer
• 是否公开: 是
• 是否包含PubMed数据: 是

数据集描述

• 任务类型: 文本分类
• 数据组成: 包含1852篇PubMed出版物摘要，由专家手动标注。
• 分类体系: 包含37个类别的层次结构。
• 标注方式: 每个句子可能被分配零个或多个类别标签。
• 文件结构: 标签文件位于"labels"目录下，分词文本位于"text"目录下，文件名为对应的PubMed ID（PMID）。

引用信息

@article{DBLP:journals/bioinformatics/BakerSGAHSK16, author = {Simon Baker and Ilona Silins and Yufan Guo and Imran Ali and Johan H{"{o}gberg and Ulla Stenius and Anna Korhonen}, title = {Automatic semantic classification of scientific literature according to the hallmarks of cancer}, journal = {Bioinform.}, volume = {32}, number = {3}, pages = {432--440}, year = {2016}, url = {https://doi.org/10.1093/bioinformatics/btv585}, doi = {10.1093/bioinformatics/btv585}, timestamp = {Thu, 14 Oct 2021 08:57:44 +0200}, biburl = {https://dblp.org/rec/journals/bioinformatics/BakerSGAHSK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }