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Xiaoya Li Jingrong Feng Yuxian Meng Qinghong Han Fei Wu Jiwei Li

Abstract
Code Repositories
allenyummy/EHR_NER
pytorch
Mentioned in GitHub
ShannonAI/dice_loss_for_NLP
pytorch
Mentioned in GitHub
thanhlt998/mrc-ner
pytorch
Mentioned in GitHub
manliu1225/mrc-for-flat-nested-ner
tf
Mentioned in GitHub
ShannonAI/mrc-for-flat-nested-ner
Official
pytorch
Mentioned in GitHub
fulstock/mrc_nested_ner_ru
pytorch
Mentioned in GitHub
RohanSaxena14/mrc-for-flat-nested-ner-in-tensoflow
tf
Mentioned in GitHub
shuhewang1998/gpt-ner
Mentioned in GitHub
Benchmarks
| Benchmark | Methodology | Metrics |
|---|---|---|
| chinese-named-entity-recognition-on-msra | BERT-MRC | F1: 95.75 |
| chinese-named-entity-recognition-on-ontonotes | BERT-MRC | F1: 82.11 |
| named-entity-recognition-ner-on-conll-2003 | BERT-MRC | F1: 93.04 |
| named-entity-recognition-ner-on-ontonotes-v5 | BERT-MRC | F1: 91.11 |
| named-entity-recognition-on-ace-2005 | BERT-MRC | F1: 86.88 |
| nested-mention-recognition-on-ace-2004 | BERT-MRC | F1: 85.98 |
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