ncbi_disease

## Dataset Details

### Dataset Description

ncbi_disease is a named entity recognition dataset for disease mentions.

- **Curated by:**
- **License:** https://huggingface.co/datasets/bigbio/blurb/blob/main/LICENSE

### Dataset Sources

- [original dataset](https://huggingface.co/datasets/bigbio/blurb)

## Citation

<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->

**BibTeX:**

```bibtex
@article{gu2021domain,
title = {
Domain-specific language model pretraining for biomedical natural
language processing
},
author = {
Gu, Yu and Tinn, Robert and Cheng, Hao and Lucas, Michael and
Usuyama, Naoto and Liu, Xiaodong and Naumann, Tristan and Gao,
Jianfeng and Poon, Hoifung
},
year = 2021,
journal = {ACM Transactions on Computing for Healthcare (HEALTH)},
publisher = {ACM New York, NY},
volume = 3,
number = 1,
pages = {1--23}
}
```

## 数据集详情

### 数据集描述
ncbi_disease是一款面向疾病提及项的命名实体识别（Named Entity Recognition, NER）数据集。
- **整理方：**
- **许可证：** https://huggingface.co/datasets/bigbio/blurb/blob/main/LICENSE

### 数据集来源
- [原始数据集](https://huggingface.co/datasets/bigbio/blurb)

## 引用
<!-- 若存在介绍该数据集的学术论文或博客文章，需在此处添加其APA与BibTeX格式的引用信息。 -->

**BibTeX格式引用：**
bibtex
@article{gu2021domain,
title = {面向生物医学自然语言处理的领域专用语言模型预训练},
author = {Gu, Yu and Tinn, Robert and Cheng, Hao and Lucas, Michael and Usuyama, Naoto and Liu, Xiaodong and Naumann, Tristan and Gao, Jianfeng and Poon, Hoifung},
year = 2021,
journal = {ACM Transactions on Computing for Healthcare (HEALTH)},
publisher = {ACM New York, NY},
volume = 3,
number = 1,
pages = {1--23}
}

搜集汇总

背景与挑战

背景概述

ncbi_disease 是一个用于疾病提及的命名实体识别数据集，基于原始数据构建并采用 Apache 2.0 许可证。该数据集在生物医学自然语言处理研究中被引用，支持相关领域模型开发。