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ResearchFormerly WizWand

Part-of-Speech tagging on UD1 (test)

95.74F1 ScoreBABERT-LE
95.01295.20195.3995.579Oct 27, 2022
Updated 8mo ago

Evaluation results

MethodLinks
BABERT-LECategory=Supervised Lexicon Enhanced Model, External Knowledge=Yes2022.1095.74
MEM-ZENCategory=Supervised Lexicon Enhanced Model, External Knowledge=Yes2022.1095.69
BABERTCategory=Pre-Trained Language Model2022.1095.65
MEM-BERTCategory=Supervised Lexicon Enhanced Model, External Knowledge=Yes2022.1095.6
NEZHACategory=Pre-Trained Language Model2022.1095.57
ZENCategory=Pre-Trained Language Model2022.1095.55
BERT-wwmCategory=Pre-Trained Language Model2022.1095.5
BERT-LECategory=Supervised Lexicon Enhanced Model, External Knowledge=Yes, Reproduced=Yes2022.1095.49
ERNIECategory=Pre-Trained Language Model2022.1095.28
ERNIE-GramCategory=Pre-Trained Language Model2022.1095.26
BERTCategory=Pre-Trained Language Model2022.1095.04