| 简写 | 英文全称 | 中文全称 |
| RE | Relation Extraction | 关系抽取 |
| KB | Knowledge Base | 知识库 |
| KG | Knowledge Graph | 知识图谱 |
| DSRE | Distant Supervision Relation extraction | 远程监督关系抽取 |
| CNNs | Convolution Neural Networks | 卷积神经网络 |
| GNNs | Graph Neural Networks | 图神经网络 |
| GCNs | Graph Convolution Neural Networks | 图卷积神经网络 |
| RNN | Recurrent Neural Network | 循环神经网络 |
| LSTM | Long short-Term Memory | 长短期记忆网络 |
| Bi-LSTM | Bi-directional LSTM | 双向长短期记忆网络 |
| SELU | Scaled Exponential Linear Units |
缩放指数线性单元 |
| P@N | Top N precision |
前N个正确率 |
| NYT | New York Times | 纽约时报 |
| GIDS | Google Distance Supervision | 谷歌远程监督 |