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quora-question-pairs

quora-question-pairs based on bert

1. data_loader 用于加载数据

2. models 三个模型:bert+fc, bert+textcnn, bert+rcnn

3. train 训练模型,使用对抗训练和early_stopping防止过拟合

4. prediction 模型预测,融合三个模型

5. main 运行train和prediction

原始数据集分为train.csv(40万条),test.csv(300万条)。训练时选择留一法将train分为my_train和my_dev(验证集)。

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