Clinical Concept Extraction on i2b2 2012 (test)
80.91Exact F1BERTlarge
Evaluation results
| Method | Links | |
|---|---|---|
| BERTlargePre-training Corpus=MIMIC2019.02 | 80.91 | |
| ELMoPre-training Corpus=MIMIC2019.02 | 80.5 | |
| BERTbasePre-training Corpus=MIMIC2019.02 | 80.34 | |
| BERTlargePre-training Corpus=General2019.02 | 78.14 | |
| BioBERTPre-training Corpus=General2019.02 | 77.77 | |
| BERTbasePre-training Corpus=General2019.02 | 76.62 | |
| ELMoPre-training Corpus=General2019.02 | 76.61 | |
| GloVePre-training Corpus=MIMIC2019.02 | 75.27 | |
| word2vecPre-training Corpus=MIMIC2019.02 | 75.09 | |
| GloVePre-training Corpus=General2019.02 | 74.95 | |
| fastTextPre-training Corpus=MIMIC2019.02 | 74.83 | |
| fastTextPre-training Corpus=General2019.02 | 73.24 | |
| word2vecPre-training Corpus=General2019.02 | 71.07 |