Investigating Capsule Networks with Dynamic Routing for Text Classification
Investigating Capsule Networks with Dynamic Routing for Text Classification
About this item
Full title
Author / Creator
Zhao, Wei , Ye, Jianbo , Yang, Min , Zeyang Lei , Zhang, Suofei and Zhou, Zhao
Publisher
Ithaca: Cornell University Library, arXiv.org
Journal title
Language
English
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Publication information
Publisher
Ithaca: Cornell University Library, arXiv.org
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Scope and Contents
Contents
In this study, we explore capsule networks with dynamic routing for text classification. We propose three strategies to stabilize the dynamic routing process to alleviate the disturbance of some noise capsules which may contain "background" information or have not been successfully trained. A series of experiments are conducted with capsule network...
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Full title
Investigating Capsule Networks with Dynamic Routing for Text Classification
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Record Identifier
TN_cdi_proquest_journals_2073892533
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2073892533
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E-ISSN
2331-8422
