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Evaluation of pooling operations in convolutional architectures for drug-drug interaction extraction
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 layer outp...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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BioMed Central
2018
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5998766/ https://www.ncbi.nlm.nih.gov/pubmed/29897318 http://dx.doi.org/10.1186/s12859-018-2195-1 |