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MODE-Bi-GRU: orthogonal independent Bi-GRU model with multiscale feature extraction

MODE-Bi-GRU: orthogonal independent Bi-GRU model with multiscale feature extraction

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2915809189

MODE-Bi-GRU: orthogonal independent Bi-GRU model with multiscale feature extraction

About this item

Full title

MODE-Bi-GRU: orthogonal independent Bi-GRU model with multiscale feature extraction

Publisher

New York: Springer US

Journal title

Data mining and knowledge discovery, 2024-01, Vol.38 (1), p.154-172

Language

English

Formats

Publication information

Publisher

New York: Springer US

More information

Scope and Contents

Contents

The core of sentence classification is to extract sentence semantic features. The existing hybrid methods have huge parameters and complex models. Due to the limited dataset, these methods are prone to feature redundancy and overfitting. To address this issue, this paper proposes an orthogonal independent Bi-GRU sentence classification model with m...

Alternative Titles

Full title

MODE-Bi-GRU: orthogonal independent Bi-GRU model with multiscale feature extraction

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2915809189

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2915809189

Other Identifiers

ISSN

1384-5810

E-ISSN

1573-756X

DOI

10.1007/s10618-023-00964-2

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