Inference Speed (sentences/s) on MSRA (NER)
5.95Inference Speed (sentences/s)SoftLexicon (LSTM) + bichar
Evaluation Results
| Method | Links | |
|---|---|---|
| SoftLexicon (LSTM) + bicharBatch size=1, GPU=NVIDIA TITAN X, Features=bichar2019.08 | 5.95 | |
| SoftLexicon (LSTM)Batch size=1, GPU=NVIDIA TITAN X2019.08 | 5.78 | |
| BERT-taggerBatch size=1, GPU=NVIDIA TITAN X2019.08 | 2.55 | |
| SoftLexicon (LSTM) + BERTBatch size=1, GPU=NVIDIA TITAN X, Backbone=BERT2019.08 | 2.33 | |
| BERT + LSTM + CRFBatch size=1, GPU=NVIDIA TITAN X2019.08 | 2.32 | |
| LR-CNNBatch size=1, GPU=NVIDIA TITAN X2019.08 | 1.57 | |
| Lattice-LSTMBatch size=1, GPU=NVIDIA TITAN X2019.08 | 1 |