Inference Speed (sentences/s) on OntoNotes for Named Entity Recognition
6.15Inference Speed (sentences/s)SoftLexicon (LSTM)
Evaluation Results
| Method | Links | |
|---|---|---|
| SoftLexicon (LSTM)Batch size=1, GPU=NVIDIA TITAN X2019.08 | 6.15 | |
| SoftLexicon (LSTM) + bicharBatch size=1, GPU=NVIDIA TITAN X, Features=bichar2019.08 | 6.08 | |
| BERT + LSTM + CRFBatch size=1, GPU=NVIDIA TITAN X2019.08 | 2.77 | |
| SoftLexicon (LSTM) + BERTBatch size=1, GPU=NVIDIA TITAN X, Backbone=BERT2019.08 | 2.74 | |
| BERT-taggerBatch size=1, GPU=NVIDIA TITAN X2019.08 | 2.56 | |
| LR-CNNBatch size=1, GPU=NVIDIA TITAN X2019.08 | 2.23 | |
| Lattice-LSTMBatch size=1, GPU=NVIDIA TITAN X2019.08 | 1 |