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ResearchFormerly WizWand

Part-of-Speech tagging on UD 2 (test)

95.7F1 ScoreBABERT-LE
94.857695.076395.29595.5137Oct 27, 2022
Updated 8mo ago

Evaluation results

MethodLinks
BABERT-LECategory=Supervised Lexicon Enhanced Model, External Knowledge=Yes2022.1095.7
BABERTCategory=Pre-Trained Language Model2022.1095.54
ZENCategory=Pre-Trained Language Model2022.1095.54
NEZHACategory=Pre-Trained Language Model2022.1095.52
MEM-ZENCategory=Supervised Lexicon Enhanced Model, External Knowledge=Yes2022.1095.49
MEM-BERTCategory=Supervised Lexicon Enhanced Model, External Knowledge=Yes2022.1095.46
BERT-LECategory=Supervised Lexicon Enhanced Model, External Knowledge=Yes, Reproduced=Yes2022.1095.42
BERT-wwmCategory=Pre-Trained Language Model2022.1095.41
ERNIE-GramCategory=Pre-Trained Language Model2022.1095.16
ERNIECategory=Pre-Trained Language Model2022.1095.12
BERTCategory=Pre-Trained Language Model2022.1094.89