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Effective Use of Word Order for Text Categorization with Convolutional Neural Networks
时间 2021-01-02
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Effective Use of Word Order for Text Categorization with Convolutional Neural Networks 背景 CNN充分用于图像数据去探索图像的1D结构,本文作者将CNN用于文本数据,探索数据的1D结构(例如词序)。与利用低维数据作为输入不同,作者直接用CNN作用与高维的文本数据。这样做的好处在于可以学习出小的文本
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