Chinese Medical Named Entity Recognition Dataset
Chinese Medical Named Entity Recognition, a dataset first released in CHIP20204, is used for CMeEE task. Given a pre-defined schema, the task is to identify and extract entities from the given sentence and classify them into nine categories: disease, clinical manifestations, drugs, medical equipment, medical procedures, body, medical examinations, microorganisms, and department.
Variants: CMeEE
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Named Entity Recognition (NER) | MacBERT-large | CBLUE: A Chinese Biomedical Language … | 2021-06-15 |
| Named Entity Recognition (NER) | BERT-CRF (Replicated in AdaSeq) | Improving Named Entity Recognition by … | 2021-05-08 |
Recent papers with results on this dataset: