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ResearchFormerly WizWand

Inference speed (sentences/s) on Weibo (Named Entity Recognition)

6.1Throughput (sentences/s)SoftLexicon (LSTM)
0.7962.1733.554.927Aug 16, 2019
Updated 8mo ago

Evaluation results

MethodLinks
SoftLexicon (LSTM)Batch size=1, GPU=NVIDIA TITAN X2019.086.1
SoftLexicon (LSTM) + bicharBatch size=1, GPU=NVIDIA TITAN X, Features=bichar2019.085.91
BERT-taggerBatch size=1, GPU=NVIDIA TITAN X2019.084.45
SoftLexicon (LSTM) + BERTBatch size=1, GPU=NVIDIA TITAN X, Backbone=BERT2019.082.85
BERT + LSTM + CRFBatch size=1, GPU=NVIDIA TITAN X2019.082.84
LR-CNNBatch size=1, GPU=NVIDIA TITAN X2019.082.41
Lattice-LSTMBatch size=1, GPU=NVIDIA TITAN X2019.081