Entity Typing on OpenEntity
80.3PrecisionERNIE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ERNIEBackbone=RoBERTa, Model size=BASE2019.11 | 80.3 | 70.2 | 74.9 | |
| KnowBertBackbone=RoBERTa, Model size=BASE2019.11 | 78.7 | 72.7 | 75.6 | |
| ERNIEBackbone=BERT, Model size=BASE2019.11 | 78.4 | 72.9 | 75.6 | |
| KnowBertBackbone=BERT, Model size=BASE2019.11 | 77.9 | 71.2 | 74.4 | |
| KEPLER-WikiModel size=BASE2019.11 | 77.8 | 74.6 | 76.2 | |
| UFETModel size=BASE2019.11 | 77.4 | 60.6 | 68 | |
| RoBERTaModel size=BASE2019.11 | 77.4 | 73.6 | 75.4 | |
| BERTModel size=BASE2019.11 | 76.4 | 71 | 73.6 | |
| RoBERTa (authors' implementation)Backbone=RoBERTa, Model size=BASE2019.11 | 75.1 | 73.4 | 74.3 |