Named Entity Recognition on NEMO Corpus (test)
83.94Aligned MSET F1AlephBERT-base
Evaluation Results
| Method | Links | |
|---|---|---|
| AlephBERT-baseScenario=Pipeline (Oracle)2021.04 | 83.94 | |
| HeBERTScenario=Pipeline (Oracle)2021.04 | 82 | |
| AlephBERT-baseScenario=Pipeline (Predicted)2021.04 | 80.15 | |
| AlephBERT-smallScenario=Pipeline (Oracle)2021.04 | 79.44 | |
| AlephBERT-baseScenario=MultiTask2021.04 | 79.15 | |
| Previous SOTA (NEMO)Scenario=Pipeline (Oracle)2021.04 | 79.1 | |
| mBERTScenario=Pipeline (Oracle)2021.04 | 77.92 | |
| Previous SOTA (NEMO)Scenario=MultiTask2021.04 | 77.11 | |
| HeBERTScenario=Pipeline (Predicted)2021.04 | 76.74 | |
| HeBERTScenario=MultiTask2021.04 | 74.86 | |
| AlephBERT-smallScenario=Pipeline (Predicted)2021.04 | 73.08 | |
| mBERTScenario=MultiTask2021.04 | 72.97 | |
| mBERTScenario=Pipeline (Predicted)2021.04 | 72.72 | |
| AlephBERT-smallScenario=MultiTask2021.04 | 72.46 | |
| Previous SOTA (NEMO)Scenario=Pipeline (Predicted)2021.04 | 69.52 |