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Named Entity Recognition on Book (test)

78.36F1 ScoreBABERT-LE
75.562476.288777.01577.7413Oct 27, 2022

Evaluation results

MethodLinks
BABERT-LECategory=Supervised Lexicon Enhanced Model, External Knowledge=Yes2022.1078.36
EEBERTCategory=Supervised Lexicon Enhanced Model, External Knowledge=Yes2022.1077.58
ERNIE-GramCategory=Pre-Trained Language Model2022.1077.19
BERT-LECategory=Supervised Lexicon Enhanced Model, External Knowledge=Yes, Reproduced=Yes2022.1077.05
NEZHACategory=Pre-Trained Language Model2022.1077.03
BABERTCategory=Pre-Trained Language Model2022.1076.84
ERNIECategory=Pre-Trained Language Model2022.1076.56
BERT-wwmCategory=Pre-Trained Language Model2022.1076.21
BERTCategory=Pre-Trained Language Model2022.1076.11
ZENCategory=Pre-Trained Language Model2022.1075.67