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基于Bert+多种深度学习模型的购物网站评论关联与情感分析

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Bert-text-classification

Amazon产品分类预测系统,对⽐多种机器学习和深度学习技术预测结果,使用BERT+CNN对比RNN、RCNN等多种方式提高模型性能

结果分析

模型 Test_Acc
BERT 88.54%
BERT+CNN 88.34%
BERT+RNN 87.42%
BERT+RCNN 88.01%
BERT+DPCNN 88.40%
ERNIR 94.09%
ERNIR+DPCNN 94.20%

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基于Bert+多种深度学习模型的购物网站评论关联与情感分析

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