Clinical Concept Extraction on Semeval Task 7 2014 (test)
80.74Exact F1BERTlarge
Evaluation results
| Method | Links | |
|---|---|---|
| BERTlargePre-training Corpus=MIMIC2019.02 | 80.74 | |
| Prior SOTA (Tang et al., 2015)2019.02 | 80.3 | |
| BERTbasePre-training Corpus=MIMIC2019.02 | 80.07 | |
| BERTlargePre-training Corpus=General2019.02 | 78.75 | |
| ELMoPre-training Corpus=MIMIC2019.02 | 78.58 | |
| BioBERTPre-training Corpus=General2019.02 | 77.91 | |
| GloVePre-training Corpus=MIMIC2019.02 | 77.73 | |
| word2vecPre-training Corpus=MIMIC2019.02 | 77.48 | |
| BERTbasePre-training Corpus=General2019.02 | 76.76 | |
| fastTextPre-training Corpus=MIMIC2019.02 | 76.47 | |
| ELMoPre-training Corpus=General2019.02 | 72.27 | |
| word2vecPre-training Corpus=General2019.02 | 72.2 | |
| GloVePre-training Corpus=General2019.02 | 70.22 | |
| fastTextPre-training Corpus=General2019.02 | 69.87 |