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ResearchFormerly WizWand

Inference Speed (sentences/s) on OntoNotes for Named Entity Recognition

6.15Inference Speed (sentences/s)SoftLexicon (LSTM)
0.7942.18453.5754.9655Aug 16, 2019
Updated 8mo ago

Evaluation results

MethodLinks
SoftLexicon (LSTM)Batch size=1, GPU=NVIDIA TITAN X2019.086.15
SoftLexicon (LSTM) + bicharBatch size=1, GPU=NVIDIA TITAN X, Features=bichar2019.086.08
BERT + LSTM + CRFBatch size=1, GPU=NVIDIA TITAN X2019.082.77
SoftLexicon (LSTM) + BERTBatch size=1, GPU=NVIDIA TITAN X, Backbone=BERT2019.082.74
BERT-taggerBatch size=1, GPU=NVIDIA TITAN X2019.082.56
LR-CNNBatch size=1, GPU=NVIDIA TITAN X2019.082.23
Lattice-LSTMBatch size=1, GPU=NVIDIA TITAN X2019.081