Evaluation of pooling operations in convolutional architectures for drug-drug interaction extraction
Abstract Background Deep Neural Networks (DNN), in particular, Convolutional Neural Networks (CNN), has recently achieved state-of-art results for the task of Drug-Drug Interaction (DDI) extraction. Most CNN architectures incorporate a pooling layer to reduce the dimensionality of the convolution la...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
BMC
2018-06-01
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| Series: | BMC Bioinformatics |
| Subjects: | |
| Online Access: | http://link.springer.com/article/10.1186/s12859-018-2195-1 |