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
| Trend | Task | Dataset Variant | Best Model | Paper | Code |
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CMeIE
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RoBERTa-wwm-ext-large
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Papers
| Paper | Code | Results | Date | Stars |
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@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}, }
- @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}, }
