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ResearchFormerly WizWand

Named Entity Recognition on NEMO Corpus (test)

83.94Aligned MSET F1AlephBERT-base
68.943272.836676.7380.6234Apr 8, 2021
Updated 8mo ago

Evaluation results

MethodLinks
AlephBERT-baseScenario=Pipeline (Oracle)2021.0483.94
HeBERTScenario=Pipeline (Oracle)2021.0482
AlephBERT-baseScenario=Pipeline (Predicted)2021.0480.15
AlephBERT-smallScenario=Pipeline (Oracle)2021.0479.44
AlephBERT-baseScenario=MultiTask2021.0479.15
Previous SOTA (NEMO)Scenario=Pipeline (Oracle)2021.0479.1
mBERTScenario=Pipeline (Oracle)2021.0477.92
Previous SOTA (NEMO)Scenario=MultiTask2021.0477.11
HeBERTScenario=Pipeline (Predicted)2021.0476.74
HeBERTScenario=MultiTask2021.0474.86
AlephBERT-smallScenario=Pipeline (Predicted)2021.0473.08
mBERTScenario=MultiTask2021.0472.97
mBERTScenario=Pipeline (Predicted)2021.0472.72
AlephBERT-smallScenario=MultiTask2021.0472.46
Previous SOTA (NEMO)Scenario=Pipeline (Predicted)2021.0469.52