CNN的变体

从一篇文章中看到的,说这些都是CNN的变体,其中有看过的,有没有看过的.所以都放在这里,找个事件都浏览下,看下具体的内容.
piecewise-CNN
distant supervision for relation extraction via piecewise convolutional neural networkds[EMNLP2015]
relation classification via convolutional deep neural network[Coling2014]

split CNN
comparing convolutional neural networks to traditional models for slot filling[NAACL2016]

CNN with sentence-wise pooling
Relation extraction with multi-instance multi-label convolutional neural networks[Coling2016]

attention CNN
relation classification via multi-level attention cnns[ACL2016]

recurrent CNN
Bidirectional recurrent convolutional neural network for relation classification[ACL2016]

tree-CNN
Natural language inference by tree-based convolution and heuristic matching
Discriminative neural sentence modeling by tree-based convolution
Convolutional neural networks over tree structures for programming language processing [AAAI2016]

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