List your company
ResearchFormerly WizWand

Inference Speed (sentences/s) on MSRA (NER)

5.95Inference Speed (sentences/s)SoftLexicon (LSTM) + bichar
0.8022.13853.4754.8115Aug 16, 2019
Updated 8mo ago

Evaluation results

MethodLinks
SoftLexicon (LSTM) + bicharBatch size=1, GPU=NVIDIA TITAN X, Features=bichar2019.085.95
SoftLexicon (LSTM)Batch size=1, GPU=NVIDIA TITAN X2019.085.78
BERT-taggerBatch size=1, GPU=NVIDIA TITAN X2019.082.55
SoftLexicon (LSTM) + BERTBatch size=1, GPU=NVIDIA TITAN X, Backbone=BERT2019.082.33
BERT + LSTM + CRFBatch size=1, GPU=NVIDIA TITAN X2019.082.32
LR-CNNBatch size=1, GPU=NVIDIA TITAN X2019.081.57
Lattice-LSTMBatch size=1, GPU=NVIDIA TITAN X2019.081