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ResearchFormerly WizWand

Named Entity Recognition on News (test)

80.86F1 ScoreBABERT-LE
76.49277.62678.7679.894Oct 27, 2022
Updated 8mo ago

Evaluation results

MethodLinks
BABERT-LECategory=Supervised Lexicon Enhanced Model, External Knowledge=Yes2022.1080.86
ERNIECategory=Pre-Trained Language Model2022.1080.36
BERT-LECategory=Supervised Lexicon Enhanced Model, External Knowledge=Yes, Reproduced=Yes2022.1080.29
BABERTCategory=Pre-Trained Language Model2022.1080.27
ZENCategory=Pre-Trained Language Model2022.1080.17
ERNIE-GramCategory=Pre-Trained Language Model2022.1079.96
NEZHACategory=Pre-Trained Language Model2022.1079.81
BERT-wwmCategory=Pre-Trained Language Model2022.1079.26
BERTCategory=Pre-Trained Language Model2022.1079.15
EEBERTCategory=Supervised Lexicon Enhanced Model, External Knowledge=Yes2022.1076.66