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ResearchFormerly WizWand

Inference Speed on Resume (Named Entity Recognition)

6.45Inference Speed (sentences/s)SoftLexicon (LSTM) + bichar
0.7822.25353.7255.1965Aug 16, 2019
Updated 8mo ago

Evaluation results

MethodLinks
SoftLexicon (LSTM) + bicharBatch size=1, GPU=NVIDIA TITAN X, Features=bichar2019.086.45
SoftLexicon (LSTM)Batch size=1, GPU=NVIDIA TITAN X2019.086.13
BERT-taggerBatch size=1, GPU=NVIDIA TITAN X2019.083.12
BERT + LSTM + CRFBatch size=1, GPU=NVIDIA TITAN X2019.082.38
SoftLexicon (LSTM) + BERTBatch size=1, GPU=NVIDIA TITAN X, Backbone=BERT2019.082.32
LR-CNNBatch size=1, GPU=NVIDIA TITAN X2019.081.44
Lattice-LSTMBatch size=1, GPU=NVIDIA TITAN X2019.081