Datasets › CMeIE
CMeIE (Chinese Medical Information Extraction Dataset)
Chinese Medical Information Extraction, a dataset that is also released in CHIP2020, is used for CMeIE task. The task is aimed at identifying both entities and relations in a sentence following the schema constraints. There are 53 relations defined in the dataset, including 10 synonymous sub-relationships and 43 other sub-relationships.
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 | ||||
|---|---|---|---|---|---|---|
| Medical Relation Extraction | CMeIE | RoBERTa-wwm-ext-large Micro F1 55.9 | CBLUE: A Chinese Biomedical Language Understanding... | cbluebenchmark/cblue +1 | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper 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 1. 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 | |||
|---|---|---|---|---|
| CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark | 2 | 1 | 15 Jun 2021 | ran 4 of 16 samples (12 unverified) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
@book{2020CMeIE, title={CMeIE: Construction and Evaluation of Chinese Medical Information Extraction Dataset}, author={ Guan, T. and Zan, H. and Zhou, X. and Xu, H. and K Zhang}, publisher={Natural Language Processing and Chinese Computing, 9th CCF International Conference, NLPCC 2020, Zhengzhou, China, October 14–18, 2020, Proceedings, Part I}, year={2020}, }
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- CMeIE
1 variant name, as the archive lists them.
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