Open Access
表2
模型参数集
| 参数类型 | 参数值 |
|---|---|
| BERT模型隐藏层维度 | 768 |
| LSTM的隐藏层 | 256 |
| LSTM层数 | 1 |
| 多层感知机每层参数 | [256, 128,64] |
| Dropout参数 | 0.3 |
| 批大小 | 64/32 |
| 学习率 | 2×10-5 |
| Loss函数中的边界阈值 | 0.1 |
| 句子最大长度 | 30 |
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