List your company
ResearchFormerly WizWand

POS tagging on PTB (test)

97.78AccuracyLing et al.
96.230496.632797.03597.4373May 7, 2018Apr 10, 2019Mar 13, 2020Feb 14, 2021Jan 18, 2022Dec 22, 2022Nov 26, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Ling et al.char=true, CRF=false2019.0297.78
Star-Transformer + Char + CRFchar=true, CRF=true2019.0297.68
Star-Transformer + Charchar=true, CRF=false2019.0297.64
Huang et al.2018.0597.55
Ma and Hovy2018.0597.55
Yang et al.2018.0597.55
S-LSTMTrain (s)=237, Test (s)=22.162018.0597.55
Huang et al.char=true, CRF=true2019.0297.55
Ma and Hovychar=true, CRF=true2019.0297.55
Zhang et al.char=true, CRF=true2019.0297.55
Søgaard2018.0597.5
Akhundov et al.char=true, CRF=true2019.0297.43
BiLSTMlayers=2, Train (s)=501, Test (s)=43.992018.0597.41
BiLSTMlayers=3, Train (s)=746, Test (s)=64.962018.0597.4
Sun2018.0597.36
BiLSTMlayers=1, Train (s)=254, Test (s)=22.52018.0597.35
Collobert et al.2018.0597.29
Collobert et al.char=true, CRF=true2019.0297.29
Manning2018.0597.28
Star-Transformerchar=false, CRF=false2019.0297.14
Transformer + Charchar=true, CRF=false2019.0297.04
Transformer2023.1196.44
Transformerchar=false, CRF=false2019.0296.31
Probabilistic Transformer2023.1196.29