Inference Speed on Resume (Named Entity Recognition)
6.45Inference Speed (sentences/s)SoftLexicon (LSTM) + bichar
Evaluation Results
| Method | Links | |
|---|---|---|
| SoftLexicon (LSTM) + bicharBatch size=1, GPU=NVIDIA TITAN X, Features=bichar2019.08 | 6.45 | |
| SoftLexicon (LSTM)Batch size=1, GPU=NVIDIA TITAN X2019.08 | 6.13 | |
| BERT-taggerBatch size=1, GPU=NVIDIA TITAN X2019.08 | 3.12 | |
| BERT + LSTM + CRFBatch size=1, GPU=NVIDIA TITAN X2019.08 | 2.38 | |
| SoftLexicon (LSTM) + BERTBatch size=1, GPU=NVIDIA TITAN X, Backbone=BERT2019.08 | 2.32 | |
| LR-CNNBatch size=1, GPU=NVIDIA TITAN X2019.08 | 1.44 | |
| Lattice-LSTMBatch size=1, GPU=NVIDIA TITAN X2019.08 | 1 |