Datasetpublic

Adapting/chinese_biomedical_NER_dataset

1 Source Source: https://github.com/alibaba-research/ChineseBLUE 2 Definition of the tagset tag_set = [ 'B_手术', 'I_疾病和诊断', 'B_症状', 'I_解剖部位', 'I_药物', 'B_影像检查', 'B_药物', 'B_疾病和诊断', 'I_影像检查', 'I_手术', 'B_解剖部位', 'O', 'B_实验室检验', 'I_症状', 'I_实验室检验' ] tag2id = lambda tag: tag_set.index(tag) id2tag = lambda id: tag_set[id] 3 Citation To use this dataset in your work please cite: Ningyu Zhang, Qianghuai Jia, Kangping Yin, Liang Dong, Feng Gao… See the full description on the dataset page: https://huggingface.co/datasets/Adapting/chinese_biomedical_NER_dataset.

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1 Source

Source: https://github.com/alibaba-research/ChineseBLUE

2 Definition of the tagset

python

tag_set = [
 'B_手术',
 'I_疾病和诊断',
 'B_症状',
 'I_解剖部位',
 'I_药物',
 'B_影像检查',
 'B_药物',
 'B_疾病和诊断',
 'I_影像检查',
 'I_手术',
 'B_解剖部位',
 'O',
 'B_实验室检验',
 'I_症状',
 'I_实验室检验'
 ]
 
tag2id = lambda tag: tag_set.index(tag)
id2tag = lambda id: tag_set[id]

3 Citation

To use this dataset in your work please cite:

Ningyu Zhang, Qianghuai Jia, Kangping Yin, Liang Dong, Feng Gao, Nengwei Hua. Conceptualized Representation Learning for Chinese Biomedical Text Mining

@article{zhang2020conceptualized,
  title={Conceptualized Representation Learning for Chinese Biomedical Text Mining},
  author={Zhang, Ningyu and Jia, Qianghuai and Yin, Kangping and Dong, Liang and Gao, Feng and Hua, Nengwei},
  journal={arXiv preprint arXiv:2008.10813},
  year={2020}
}