List your company
ResearchFormerly WizWand

Dependency Parsing on Dep. Parse (test)

96.61UASCVT + Multi-Task + Large
94.592495.116295.6496.1638Sep 22, 2018
Updated 8mo ago

Evaluation results

MethodLinks
CVT + Multi-Task + LargeSupervision Type=Semi-supervised, Learning Paradigm=Multi-task, Model Scale=Large2018.0996.6195.02
CVT + Multi-task + LargeSemi-supervised=true, Multi-task=true, Model Size=Large2018.0996.695
CVT + Multi-TaskSupervision Type=Semi-supervised, Learning Paradigm=Multi-task, Model Scale=Standard2018.0996.4494.83
ELMo + Multi-taskSemi-supervised=true, Multi-task=true2018.0996.494.8
CVT + Multi-taskSemi-supervised=true, Multi-task=true2018.0996.494.8
ELMo + Multi-taskSupervision Type=Semi-supervised, Learning Paradigm=Multi-task, Model Scale=Standard2018.0996.494.79
ELMoSupervision Type=Semi-supervised, Learning Paradigm=Single-task, Model Scale=Standard2018.0996.2294.44
ELMo (our implementation)Semi-supervised=true, Multi-task=false2018.0996.294.4
Stack PointerSemi-supervised=false, Multi-task=false2018.0995.994.2
CVTSemi-supervised=true, Multi-task=false2018.0995.994.1
Stack PointerSupervision Type=Supervised2018.0995.8794.19
CVTSupervision Type=Semi-supervised, Learning Paradigm=Single-task, Model Scale=Standard2018.0995.8694.06
Deep BiaffineSupervision Type=Supervised2018.0995.7494.08
BiaffineSemi-supervised=false, Multi-task=false2018.0995.794.1
Word DropoutSemi-supervised=true, Multi-task=false2018.0995.693.8
Word DropoutSupervision Type=Semi-supervised, Learning Paradigm=Single-task, Model Scale=Standard2018.0995.5693.8
Virtual Adversarial TrainingSupervision Type=Semi-supervised, Learning Paradigm=Single-task, Model Scale=Standard2018.0995.4493.72
Virtual Adversarial TrainingSemi-supervised=true, Multi-task=false2018.0995.493.7
SupervisedSemi-supervised=false, Multi-task=false2018.0995.193.3
SupervisedSupervision Type=Supervised, Learning Paradigm=Single-task, Model Scale=Standard2018.0995.0893.27
NPMSupervision Type=Supervised2018.0994.993
JMTSemi-supervised=false, Multi-task=true2018.0994.792.9
JMT*Supervision Type=Semi-supervised, Learning Paradigm=Multi-task2018.0994.6792.9