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请问为什么 model中 .pcnn文件中,初始化cnn的时候, input_channel是1,输出维度为cnn_layers么 about intra-bag-and-inter-bag-attentions HOT 1 OPEN

zhixiuye avatar zhixiuye commented on September 24, 2024
请问为什么 model中 .pcnn文件中,初始化cnn的时候, input_channel是1,输出维度为cnn_layers么

from intra-bag-and-inter-bag-attentions.

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ZhixiuYe avatar ZhixiuYe commented on September 24, 2024 1

是的。是这样的,文本做卷积是有两种方式的,可以用一维卷积,此时input_channel是word embedding的维数,kernal size是H;或者用二维卷积,kernal size是H*word embedding的维数,input channel是1.这两种方式是等价的。H是kernal的宽度,一般是3或5之类的数。

from intra-bag-and-inter-bag-attentions.

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